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ORCIDDimitris N. Metaxas
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- affiliation: Rutgers University, Division of Computer and Information Sciences, Piscataway, NJ, USA
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2020 – today
- 2025
[j158]Xiaosong Wang, Dequan Wang, Xiaoxiao Li, Jens Rittscher, Dimitris N. Metaxas, Shaoting Zhang:
Editorial for Special Issue on Foundation Models for Medical Image Analysis. Medical Image Anal. 100: 103389 (2025)- [j157]Jun Lyu, Chen Qin, Shuo Wang, Fanwen Wang, Yan Li, Zi Wang
, Kunyuan Guo, Ouyang Cheng, Michael Tänzer, Meng Liu, Longyu Sun, Mengting Sun, Qing Li, Zhang Shi, Sha Hua, Hao Li, Zhensen Chen, Zhenlin Zhang, Bingyu Xin, Dimitris N. Metaxas, George Yiasemis, Jonas Teuwen, Liping Zhang, Weitian Chen, Yidong Zhao, Qian Tao, Yanwei Pang, Xiaohan Liu, Artem Razumov, Dmitry V. Dylov, Quan Dou, Kang Yan, Yuyang Xue, Yuning Du, Julia Dietlmeier, Carles García-Cabrera, Ziad Al-Haj Hemidi, Nora Vogt, Ziqiang Xu, Yajing Zhang, Ying-Hua Chu, Weibo Chen, Wenjia Bai, Xiahai Zhuang, Jing Qin, Lianming Wu, Guang Yang, Xiaobo Qu, He Wang, Chengyan Wang:
The state-of-the-art in cardiac MRI reconstruction: Results of the CMRxRecon challenge in MICCAI 2023. Medical Image Anal. 101: 103485 (2025) - [c484]Quan Dao, Hao Phung, Trung Tuan Dao, Dimitris N. Metaxas, Anh Tuan Tran:
Self-Corrected Flow Distillation for Consistent One-Step and Few-Step Image Generation. AAAI 2025: 2654-2662 - [c483]Yushu Wu, Zhixing Zhang, Yanyu Li, Yanwu Xu, Anil Kag, Yang Sui, Huseyin Coskun, Ke Ma, Aleksei Lebedev, Ju Hu, Dimitris N. Metaxas, Yanzhi Wang, Sergey Tulyakov, Jian Ren:
SnapGen-V: Generating a Five-Second Video within Five Seconds on a Mobile Device. CVPR 2025: 2479-2490 - [c482]Zhenting Wang, Shuming Hu, Shiyu Zhao, Xiaowen Lin, Felix Juefei-Xu, Zhuowei Li, Ligong Han, Harihar Subramanyam, Li Chen, Jianfa Chen, Nan Jiang, Lingjuan Lyu, Shiqing Ma, Dimitris N. Metaxas, Ankit Jain:
MLLM-as-a-Judge for Image Safety without Human Labeling. CVPR 2025: 14657-14666 - [c481]Yunhe Gao, Di Liu, Zhuowei Li, Yunsheng Li, Dongdong Chen, Mu Zhou, Dimitris N. Metaxas:
Show and Segment: Universal Medical Image Segmentation via In-Context Learning. CVPR 2025: 20830-20840 - [c480]Di Liu, Teng Deng, Giljoo Nam, Yu Rong, Stanislav Pidhorskyi, Junxuan Li, Jason M. Saragih, Dimitris N. Metaxas, Chen Cao:
LUCAS: Layered Universal Codec Avatars. CVPR 2025: 21127-21137 - [c479]Shiyu Zhao, Zhenting Wang, Felix Juefei-Xu, Xide Xia, Miao Liu, Xiaofang Wang, Mingfu Liang, Ning Zhang, Dimitris N. Metaxas, Licheng Yu:
Accelerating Multimodal Large Language Models by Searching Optimal Vision Token Reduction. CVPR 2025: 29869-29879 - [c478]Zhuowei Li, Zihao Xu, Ligong Han, Yunhe Gao, Song Wen, Di Liu, Hao Wang, Dimitris N. Metaxas:
Implicit In-context Learning. ICLR 2025 - [c477]Quan Dao, Khanh Doan, Di Liu, Trung Le, Dimitris N. Metaxas:
Improved Training Technique for Latent Consistency Models. ICLR 2025 - [c476]Can Jin, Ying Li, Mingyu Zhao, Shiyu Zhao, Zhenting Wang, Xiaoxiao He, Ligong Han, Tong Che, Dimitris N. Metaxas:
LoR-VP: Low-Rank Visual Prompting for Efficient Vision Model Adaptation. ICLR 2025 - [c475]Xiaoxiao He, Haizhou Shi, Ligong Han, Chaowei Tan, Bo Liu, Zihao Xu, Meng Ye, Leon Axel, Kang Li, Dimitris N. Metaxas:
Rate-My-LoRA: EFFICIENT AND ADAPTIVE FEDERATED MODEL TUNING FOR CARDIAC MRI SEGMENTATION. ISBI 2025: 1-5 - [c474]Xinxi Zhang, Song Wen, Ligong Han, Felix Juefei-Xu, Akash Srivastava, Junzhou Huang, Vladimir Pavlovic, Hao Wang, Molei Tao, Dimitris N. Metaxas:
SODA: Spectral Orthogonal Decomposition Adaptation for Diffusion Models. WACV 2025: 4665-4682 - [c473]Meng Ye, Bingyu Xin, Leon Axel, Dimitris N. Metaxas:
Continuous Spatio-Temporal Memory Networks for 4D Cardiac Cine MRI Segmentation. WACV 2025: 9532-9542 - [c472]Can Jin, Hongwu Peng, Anxiang Zhang, Nuo Chen, Jiahui Zhao, Xi Xie, Kuangzheng Li, Shuya Feng, Kai Zhong, Caiwen Ding, Dimitris N. Metaxas:
RankFlow: A Multi-Role Collaborative Reranking Workflow Utilizing Large Language Models. WWW (Companion Volume) 2025: 2484-2493 - [c471]Can Jin, Hongwu Peng, Shiyu Zhao, Zhenting Wang, Wujiang Xu, Ligong Han, Jiahui Zhao, Kai Zhong, Sanguthevar Rajasekaran, Dimitris N. Metaxas:
APEER : Automatic Prompt Engineering Enhances Large Language Model Reranking. WWW (Companion Volume) 2025: 2494-2502 - [i165]Zhenting Wang, Shuming Hu, Shiyu Zhao, Xiaowen Lin, Felix Juefei-Xu, Zhuowei Li, Ligong Han, Harihar Subramanyam, Li Chen, Jianfa Chen, Nan Jiang, Lingjuan Lyu, Shiqing Ma, Dimitris N. Metaxas, Ankit Jain:
MLLM-as-a-Judge for Image Safety without Human Labeling. CoRR abs/2501.00192 (2025) - [i164]Xiaoxiao He, Haizhou Shi, Ligong Han, Chaowei Tan, Bo Liu, Zihao Xu, Meng Ye, Leon Axel, Kang Li, Dimitris N. Metaxas:
Rate-My-LoRA: Efficient and Adaptive Federated Model Tuning for Cardiac MRI Segmentation. CoRR abs/2501.03223 (2025) - [i163]Difei Gu, Yunhe Gao, Yang Zhou, Mu Zhou, Dimitris N. Metaxas:
RadAlign: Advancing Radiology Report Generation with Vision-Language Concept Alignment. CoRR abs/2501.07525 (2025) - [i162]Can Jin, Hongwu Peng, Anxiang Zhang, Nuo Chen, Jiahui Zhao, Xi Xie, Kuangzheng Li, Shuya Feng, Kai Zhong, Caiwen Ding, Dimitris N. Metaxas:
RankFlow: A Multi-Role Collaborative Reranking Workflow Utilizing Large Language Models. CoRR abs/2502.00709 (2025) - [i161]Can Jin, Ying Li, Mingyu Zhao, Shiyu Zhao, Zhenting Wang, Xiaoxiao He, Ligong Han, Tong Che, Dimitris N. Metaxas:
LoR-VP: Low-Rank Visual Prompting for Efficient Vision Model Adaptation. CoRR abs/2502.00896 (2025) - [i160]Quan Dao, Khanh Doan, Di Liu, Trung Le, Dimitris N. Metaxas:
Improved Training Technique for Latent Consistency Models. CoRR abs/2502.01441 (2025) - [i159]Zhuowei Li, Haizhou Shi, Yunhe Gao, Di Liu, Zhenting Wang, Yuxiao Chen, Ting Liu, Long Zhao, Hao Wang, Dimitris N. Metaxas:
The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models via Visual Information Steering. CoRR abs/2502.03628 (2025) - [i158]Zheling Tan, Kexin Ding, Jin Gao, Mu Zhou, Dimitris N. Metaxas, Shaoting Zhang, Dequan Wang:
MedForge: Building Medical Foundation Models Like Open Source Software Development. CoRR abs/2502.16055 (2025) - [i157]Di Liu, Teng Deng, Giljoo Nam, Yu Rong, Stanislav Pidhorskyi, Junxuan Li, Jason M. Saragih, Dimitris N. Metaxas, Chen Cao:
LUCAS: Layered Universal Codec Avatars. CoRR abs/2502.19739 (2025) - [i156]Eric M. Chen, Di Liu, Sizhuo Ma, Michael Vasilkovsky, Bing Zhou, Qiang Gao, Wenzhou Wang, Jiahao Luo, Dimitris N. Metaxas, Vincent Sitzmann, Jian Wang:
Snapmoji: Instant Generation of Animatable Dual-Stylized Avatars. CoRR abs/2503.11978 (2025) - [i155]Yang Zhou, Shiyu Zhao, Yuxiao Chen, Zhenting Wang, Dimitris N. Metaxas:
LED: LLM Enhanced Open-Vocabulary Object Detection without Human Curated Data Generation. CoRR abs/2503.13794 (2025) - [i154]Yunhe Gao, Di Liu, Zhuowei Li, Yunsheng Li, Dongdong Chen, Mu Zhou, Dimitris N. Metaxas:
Show and Segment: Universal Medical Image Segmentation via In-Context Learning. CoRR abs/2503.19359 (2025) - [i153]Can Jin, Hongwu Peng, Qixin Zhang, Yujin Tang, Dimitris N. Metaxas, Tong Che:
Two Heads are Better Than One: Test-time Scaling of Multi-agent Collaborative Reasoning. CoRR abs/2504.09772 (2025) - [i152]Sen Fang, Chunyu Sui, Hongwei Yi, Carol Neidle, Dimitris N. Metaxas:
SignX: The Foundation Model for Sign Recognition. CoRR abs/2504.16315 (2025) - [i151]Kexin Ding, Mu Zhou, Akshay Chaudhari, Shaoting Zhang, Dimitris N. Metaxas:
Aligning Large Language Models with Healthcare Stakeholders: A Pathway to Trustworthy AI Integration. CoRR abs/2505.02848 (2025) - [i150]Tunyu Zhang, Haizhou Shi, Yibin Wang, Hengyi Wang, Xiaoxiao He, Zhuowei Li, Haoxian Chen, Ligong Han, Kai Xu, Huan Zhang, Dimitris N. Metaxas, Hao Wang:
Token-Level Uncertainty Estimation for Large Language Model Reasoning. CoRR abs/2505.11737 (2025) - [i149]Gerasimos Chatzoudis, Zhuowei Li, Gemma E. Moran, Hao Wang, Dimitris N. Metaxas:
Visual Sparse Steering: Improving Zero-shot Image Classification with Sparsity Guided Steering Vectors. CoRR abs/2506.01247 (2025) - 2024
- [j156]Shaoting Zhang, Dimitris N. Metaxas:
On the challenges and perspectives of foundation models for medical image analysis. Medical Image Anal. 91: 102996 (2024) - [j155]Wenji Wang, Qing Xia, Zhennan Yan, Zhiqiang Hu, Yinan Chen, Wen Zheng, Xiao Wang, Shaoping Nie, Dimitris N. Metaxas, Shaoting Zhang:
AVDNet: Joint coronary artery and vein segmentation with topological consistency. Medical Image Anal. 91: 102999 (2024) - [j154]Wentao Zhu, Yuan Jin, Gege Ma, Geng Chen, Jan Egger, Shaoting Zhang, Dimitris N. Metaxas:
Classification of lung cancer subtypes on CT images with synthetic pathological priors. Medical Image Anal. 95: 103199 (2024) - [j153]Yangfan Ni, Geng Chen, Zhan Feng, Heng Cui, Dimitris N. Metaxas, Shaoting Zhang, Wentao Zhu:
DA-Tran: Multiphase liver tumor segmentation with a domain-adaptive transformer network. Pattern Recognit. 149: 110233 (2024) - [j152]Leming Guo, Wanli Xue, Bo Liu, Kaihua Zhang, Tiantian Yuan, Dimitris N. Metaxas:
Gloss Prior Guided Visual Feature Learning for Continuous Sign Language Recognition. IEEE Trans. Image Process. 33: 3486-3495 (2024) - [c470]Anastasis Stathopoulos, Ligong Han, Dimitris N. Metaxas:
Score-Guided Diffusion for 3D Human Recovery. CVPR 2024: 906-915 - [c469]Zhixing Zhang, Bichen Wu, Xiaoyan Wang, Yaqiao Luo, Luxin Zhang, Yinan Zhao, Peter Vajda, Dimitris N. Metaxas, Licheng Yu:
AVID: Any-Length Video Inpainting with Diffusion Model. CVPR 2024: 7162-7172 - [c468]Qilong Zhangli, Jindong Jiang, Di Liu, Licheng Yu, Xiaoliang Dai, Ankit Ramchandani, Guan Pang, Dimitris N. Metaxas, Praveen Krishnan:
Layout-Agnostic Scene Text Image Synthesis with Diffusion Models. CVPR 2024: 7496-7506 - [c467]Shiyu Zhao, Long Zhao, Vijay Kumar B. G, Yumin Suh, Dimitris N. Metaxas, Manmohan Chandraker, Samuel Schulter:
Generating Enhanced Negatives for Training Language-Based Object Detectors. CVPR 2024: 13592-13602 - [c466]Shiyu Zhao, Samuel Schulter, Long Zhao, Zhixing Zhang, B. G. Vijay Kumar, Yumin Suh, Manmohan Chandraker, Dimitris N. Metaxas:
Taming Self-Training for Open-Vocabulary Object Detection. CVPR 2024: 13938-13947 - [c465]Di Liu, Bingbing Zhuang, Dimitris N. Metaxas, Manmohan Chandraker:
Instantaneous Perception of Moving Objects in 3D. CVPR 2024: 19573-19583 - [c464]Bingyu Xin, Meng Ye, Leon Axel, Dimitris N. Metaxas:
Rethinking Deep Unrolled Model for Accelerated MRI Reconstruction. ECCV (75) 2024: 164-181 - [c463]Yuxiao Chen, Kai Li, Wentao Bao, Deep Patel, Yu Kong, Martin Renqiang Min, Dimitris N. Metaxas:
Learning to Localize Actions in Instructional Videos with LLM-Based Multi-pathway Text-Video Alignment. ECCV (82) 2024: 193-210 - [c462]Zhenting Wang, Chen Chen, Lingjuan Lyu, Dimitris N. Metaxas, Shiqing Ma:
DIAGNOSIS: Detecting Unauthorized Data Usages in Text-to-image Diffusion Models. ICLR 2024 - [c461]Zhenting Wang, Vikash Sehwag, Chen Chen, Lingjuan Lyu, Dimitris N. Metaxas, Shiqing Ma:
How to Trace Latent Generative Model Generated Images without Artificial Watermark? ICML 2024 - [c460]Evgenia Chroni, Konstantinos M. Dafnis, Georgios Chantzialexiou, Eric Cosatto, Dimitris N. Metaxas:
Improving Test-Time Adaptation For Histopathology Image Segmentation: Gradient-To-Parameter Ratio Guided Feature Alignment. ISBI 2024: 1-5 - [c459]Yunhe Gao, Difei Gu, Mu Zhou, Dimitris N. Metaxas:
Aligning Human Knowledge with Visual Concepts Towards Explainable Medical Image Classification. MICCAI (10) 2024: 46-56 - [c458]Bingyu Xin, Meng Ye, Leon Axel, Dimitris N. Metaxas:
Enhanced Deep Unrolled Models Applied to the CMRxRecon2024 Challenge. CMRxRecon/MBAS/STACOM@MICCAI 2024: 289-300 - [c457]Yibin Wang, Haizhou Shi, Ligong Han, Dimitris N. Metaxas, Hao Wang:
BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Models. NeurIPS 2024 - [c456]Can Jin, Tong Che, Hongwu Peng, Yiyuan Li, Dimitris N. Metaxas, Marco Pavone:
Learning from Teaching Regularization: Generalizable Correlations Should be Easy to Imitate. NeurIPS 2024 - [c455]Hao Phung, Quan Dao, Trung Tuan Dao, Viet Hoang Phan, Dimitris N. Metaxas, Anh Tuan Tran:
DiMSUM: Diffusion Mamba - A Scalable and Unified Spatial-Frequency Method for Image Generation. NeurIPS 2024 - [c454]Zhixing Zhang, Yanyu Li, Yushu Wu, Yanwu Xu, Anil Kag, Ivan Skorokhodov, Willi Menapace, Aliaksandr Siarohin, Junli Cao, Dimitris N. Metaxas, Sergey Tulyakov, Jian Ren:
SF-V: Single Forward Video Generation Model. NeurIPS 2024 - [c453]Zhuowei Li, Long Zhao, Zizhao Zhang, Han Zhang, Di Liu, Ting Liu, Dimitris N. Metaxas:
Steering Prototypes with Prompt-tuning for Rehearsal-free Continual Learning. WACV 2024: 2511-2521 - [c452]Ligong Han, Song Wen, Qi Chen, Zhixing Zhang, Kunpeng Song, Mengwei Ren, Ruijiang Gao, Anastasis Stathopoulos, Xiaoxiao He, Yuxiao Chen, Di Liu, Qilong Zhangli, Jindong Jiang, Zhaoyang Xia, Akash Srivastava, Dimitris N. Metaxas:
ProxEdit: Improving Tuning-Free Real Image Editing with Proximal Guidance. WACV 2024: 4279-4289 - [c451]Song Wen, Hao Wang, Di Liu, Qilong Zhangli, Dimitris N. Metaxas:
Second-Order Graph ODEs for Multi-Agent Trajectory Forecasting. WACV 2024: 5079-5088 - [c450]Kunpeng Song, Ligong Han, Bingchen Liu, Dimitris N. Metaxas, Ahmed Elgammal:
StyleGAN-Fusion: Diffusion Guided Domain Adaptation of Image Generators. WACV 2024: 5441-5451 - [c449]Meng Ye, Mikael Kanski, Dong Yang, Leon Axel, Dimitris N. Metaxas:
Unsupervised Exemplar-Based Image-to-Image Translation and Cascaded Vision Transformers for Tagged and Untagged Cardiac Cine MRI Registration. WACV 2024: 7629-7639 - [i148]Shiyu Zhao, Long Zhao, Vijay Kumar B. G, Yumin Suh, Dimitris N. Metaxas, Manmohan Chandraker, Samuel Schulter:
Generating Enhanced Negatives for Training Language-Based Object Detectors. CoRR abs/2401.00094 (2024) - [i147]Anastasis Stathopoulos, Ligong Han, Dimitris N. Metaxas:
Score-Guided Diffusion for 3D Human Recovery. CoRR abs/2403.09623 (2024) - [i146]Di Liu, Bingbing Zhuang, Dimitris N. Metaxas, Manmohan Chandraker:
Instantaneous Perception of Moving Objects in 3D. CoRR abs/2405.02781 (2024) - [i145]Zhenting Wang, Vikash Sehwag, Chen Chen, Lingjuan Lyu, Dimitris N. Metaxas, Shiqing Ma:
How to Trace Latent Generative Model Generated Images without Artificial Watermark? CoRR abs/2405.13360 (2024) - [i144]Zhuowei Li, Zihao Xu, Ligong Han, Yunhe Gao, Song Wen, Di Liu, Hao Wang, Dimitris N. Metaxas:
Implicit In-context Learning. CoRR abs/2405.14660 (2024) - [i143]Xinxi Zhang, Song Wen, Ligong Han, Felix Juefei-Xu, Akash Srivastava, Junzhou Huang, Hao Wang, Molei Tao, Dimitris N. Metaxas:
Spectrum-Aware Parameter Efficient Fine-Tuning for Diffusion Models. CoRR abs/2405.21050 (2024) - [i142]Qilong Zhangli, Jindong Jiang, Di Liu, Licheng Yu, Xiaoliang Dai, Ankit Ramchandani, Guan Pang, Dimitris N. Metaxas, Praveen Krishnan:
SceneTextGen: Layout-Agnostic Scene Text Image Synthesis with Diffusion Models. CoRR abs/2406.01062 (2024) - [i141]Zhixing Zhang, Yanyu Li, Yushu Wu, Yanwu Xu, Anil Kag, Ivan Skorokhodov, Willi Menapace, Aliaksandr Siarohin, Junli Cao, Dimitris N. Metaxas, Sergey Tulyakov, Jian Ren:
SF-V: Single Forward Video Generation Model. CoRR abs/2406.04324 (2024) - [i140]Yunhe Gao, Difei Gu, Mu Zhou, Dimitris N. Metaxas:
Aligning Human Knowledge with Visual Concepts Towards Explainable Medical Image Classification. CoRR abs/2406.05596 (2024) - [i139]Yibin Wang, Haizhou Shi, Ligong Han, Dimitris N. Metaxas, Hao Wang:
BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Models. CoRR abs/2406.11675 (2024) - [i138]Can Jin, Hongwu Peng, Shiyu Zhao, Zhenting Wang, Wujiang Xu, Ligong Han, Jiahui Zhao, Kai Zhong, Sanguthevar Rajasekaran, Dimitris N. Metaxas:
APEER: Automatic Prompt Engineering Enhances Large Language Model Reranking. CoRR abs/2406.14449 (2024) - [i137]Carol Neidle, Augustine Opoku, Carey Ballard, Yang Zhou, Xiaoxiao He, Gregory Dimitriadis, Dimitris N. Metaxas:
New Capability to Look Up an ASL Sign from a Video Example. CoRR abs/2407.13571 (2024) - [i136]Qilong Zhangli, Di Liu, Abhishek Aich, Dimitris N. Metaxas, Samuel Schulter:
Resolving Inconsistent Semantics in Multi-Dataset Image Segmentation. CoRR abs/2409.09893 (2024) - [i135]Junda Wu, Zhehao Zhang, Yu Xia, Xintong Li, Zhaoyang Xia, Aaron Chang, Tong Yu, Sungchul Kim, Ryan A. Rossi, Ruiyi Zhang, Subrata Mitra, Dimitris N. Metaxas, Lina Yao, Jingbo Shang, Julian J. McAuley:
Visual Prompting in Multimodal Large Language Models: A Survey. CoRR abs/2409.15310 (2024) - [i134]Yuxiao Chen, Kai Li, Wentao Bao, Deep Patel, Yu Kong, Martin Renqiang Min, Dimitris N. Metaxas:
Learning to Localize Actions in Instructional Videos with LLM-Based Multi-Pathway Text-Video Alignment. CoRR abs/2409.16145 (2024) - [i133]Xiaoxiao He, Ligong Han, Quan Dao, Song Wen, Minhao Bai, Di Liu, Han Zhang, Martin Renqiang Min, Felix Juefei-Xu, Chaowei Tan, Bo Liu, Kang Li, Hongdong Li, Junzhou Huang, Faez Ahmed, Akash Srivastava, Dimitris N. Metaxas:
DICE: Discrete Inversion Enabling Controllable Editing for Multinomial Diffusion and Masked Generative Models. CoRR abs/2410.08207 (2024) - [i132]Meng Ye, Bingyu Xin, Leon Axel, Dimitris N. Metaxas:
Continuous Spatio-Temporal Memory Networks for 4D Cardiac Cine MRI Segmentation. CoRR abs/2410.23191 (2024) - [i131]Hao Phung, Quan Dao, Trung Tuan Dao, Hoang Phan, Dimitris N. Metaxas, Anh Tuan Tran:
DiMSUM: Diffusion Mamba - A Scalable and Unified Spatial-Frequency Method for Image Generation. CoRR abs/2411.04168 (2024) - [i130]Meng Ye, Bingyu Xin, Bangwei Guo, Leon Axel, Dimitris N. Metaxas:
Learning Volumetric Neural Deformable Models to Recover 3D Regional Heart Wall Motion from Multi-Planar Tagged MRI. CoRR abs/2411.15233 (2024) - [i129]Maitreya Patel, Song Wen, Dimitris N. Metaxas, Yezhou Yang:
Steering Rectified Flow Models in the Vector Field for Controlled Image Generation. CoRR abs/2412.00100 (2024) - [i128]Shiyu Zhao, Zhenting Wang, Felix Juefei-Xu, Xide Xia, Miao Liu, Xiaofang Wang, Mingfu Liang, Ning Zhang, Dimitris N. Metaxas, Licheng Yu:
Accelerating Multimodal Large Language Models by Searching Optimal Vision Token Reduction. CoRR abs/2412.00556 (2024) - [i127]Yushu Wu, Zhixing Zhang, Yanyu Li, Yanwu Xu, Anil Kag, Yang Sui, Huseyin Coskun, Ke Ma, Aleksei Lebedev, Ju Hu, Dimitris N. Metaxas, Yanzhi Wang, Sergey Tulyakov, Jian Ren:
SnapGen-V: Generating a Five-Second Video within Five Seconds on a Mobile Device. CoRR abs/2412.10494 (2024) - [i126]Bangwei Guo, Meng Ye, Yunhe Gao, Bingyu Xin, Leon Axel, Dimitris N. Metaxas:
VerSe: Integrating Multiple Queries as Prompts for Versatile Cardiac MRI Segmentation. CoRR abs/2412.16381 (2024) - [i125]Quan Dao, Hao Phung, Trung Tuan Dao, Dimitris N. Metaxas, Anh Tran:
Self-Corrected Flow Distillation for Consistent One-Step and Few-Step Text-to-Image Generation. CoRR abs/2412.16906 (2024) - 2023
- [j151]Judee K. Burgoon, Aaron C. Elkins, Douglas C. Derrick, Bradley Walls, Dimitris N. Metaxas:
The future of automated capture of social kinesic signals for psychiatric purposes. Frontiers Comput. Sci. 5 (2023) - [j150]Wenjia Zhang, Yikai Zhang, Xiaoling Hu, Yi Yao, Mayank Goswami, Chao Chen, Dimitris N. Metaxas:
Manifold-driven decomposition for adversarial robustness. Frontiers Comput. Sci. 5 (2023) - [j149]Guotai Wang, Shaoting Zhang, Sharon X. Huang, Tom Vercauteren, Dimitris N. Metaxas:
Editorial for special issue on explainable and generalizable deep learning methods for medical image computing. Medical Image Anal. 84: 102727 (2023) - [j148]Ran Gu, Guotai Wang, Jiangshan Lu, Jingyang Zhang, Wenhui Lei, Yinan Chen, Wenjun Liao, Shichuan Zhang, Kang Li, Dimitris N. Metaxas, Shaoting Zhang:
CDDSA: Contrastive domain disentanglement and style augmentation for generalizable medical image segmentation. Medical Image Anal. 89: 102904 (2023) - [j147]Meng Ye, Dong Yang, Qiaoying Huang, Mikael Kanski, Leon Axel, Dimitris N. Metaxas:
SequenceMorph: A Unified Unsupervised Learning Framework for Motion Tracking on Cardiac Image Sequences. IEEE Trans. Pattern Anal. Mach. Intell. 45(8): 10409-10426 (2023) - [j146]Carlos Martín-Isla, Víctor M. Campello, Cristian Izquierdo, Kaisar Kushibar, Carla Sendra-Balcells, Polyxeni Gkontra, Alireza Sojoudi, Mitchell J. Fulton, Tewodros Weldebirhan Arega, Kumaradevan Punithakumar, Lei Li, Xiaowu Sun, Yasmina Al Khalil, Di Liu, Sana Jabbar, Sandro F. Queiros, Francesco Galati, Moona Mazher, Zheyao Gao, Marcel Beetz, Lennart Tautz, Christoforos Galazis, Marta Varela, Markus Hüllebrand, Vicente Grau, Xiahai Zhuang, Domenec Puig, Maria A. Zuluaga, Hassan Mohy-ud-Din, Dimitris N. Metaxas, Marcel Breeuwer, Rob J. van der Geest, Michelle Noga, Stéphanie Bricq, Mark E. Rentschler, Andrea Guala, Steffen E. Petersen, Sergio Escalera, José F. Rodríguez Palomares, Karim Lekadir:
Deep Learning Segmentation of the Right Ventricle in Cardiac MRI: The M&Ms Challenge. IEEE J. Biomed. Health Informatics 27(7): 3302-3313 (2023) - [c448]Zhixing Zhang, Ligong Han, Arnab Ghosh, Dimitris N. Metaxas, Jian Ren:
SINE: SINgle Image Editing with Text-to-Image Diffusion Models. CVPR 2023: 6027-6037 - [c447]Anastasis Stathopoulos, Georgios Pavlakos, Ligong Han, Dimitris N. Metaxas:
Learning Articulated Shape with Keypoint Pseudo-Labels from Web Images. CVPR 2023: 13092-13101 - [c446]Yuxiao Chen, Jianbo Yuan, Yu Tian, Shijie Geng, Xinyu Li, Ding Zhou, Dimitris N. Metaxas, Hongxia Yang:
Revisiting Multimodal Representation in Contrastive Learning: From Patch and Token Embeddings to Finite Discrete Tokens. CVPR 2023: 15095-15104 - [c445]Ananya Jana, Aniruddha Maiti, Dimitris N. Metaxas:
A Critical Analysis of the Limitation of Deep Learning based 3D Dental Mesh Segmentation Methods in Segmenting Partial Scans. EMBC 2023: 1-7 - [c444]Gege Ma, Yuan Jin, Jianhu Pan, Shaoting Zhang, Dimitris N. Metaxas, Wentao Zhu:
Automatic Lung Cancer Subtypes Classification on CT Images with Self-generated Multi-modality Hybrid Features. EMBC 2023: 1-6 - [c443]Yangfan Ni, Geng Chen, Zhan Feng, Heng Cui, Dimitris N. Metaxas, Shaoting Zhang, Wentao Zhu:
Domain-Adversarial Transformer Network for Multiphase Liver Tumor Segmentation. EMBC 2023: 1-4 - [c442]Ligong Han, Yinxiao Li, Han Zhang, Peyman Milanfar, Dimitris N. Metaxas, Feng Yang:
SVDiff: Compact Parameter Space for Diffusion Fine-Tuning. ICCV 2023: 7289-7300 - [c441]Samuel Schulter, Vijay Kumar B. G, Yumin Suh, Konstantinos M. Dafnis, Zhixing Zhang, Shiyu Zhao, Dimitris N. Metaxas:
OmniLabel: A Challenging Benchmark for Language-Based Object Detection. ICCV 2023: 11919-11928 - [c440]Di Liu, Xiang Yu, Meng Ye, Qilong Zhangli, Zhuowei Li, Zhixing Zhang, Dimitris N. Metaxas:
DeFormer: Integrating Transformers with Deformable Models for 3D Shape Abstraction from a Single Image. ICCV 2023: 14190-14200 - [c439]Meng Ye, Dong Yang, Mikael Kanski, Leon Axel, Dimitris N. Metaxas:
Neural Deformable Models for 3D Bi-Ventricular Heart Shape Reconstruction and Modeling from 2D Sparse Cardiac Magnetic Resonance Imaging. ICCV 2023: 14201-14210 - [c438]Xiaoxiao He, Chaowei Tan, Bo Liu, Liping Si, Weiwu Yao, Liang Zhao, Di Liu, Qilong Zhangli, Qi Chang, Kang Li, Dimitris N. Metaxas:
Dealing with Heterogeneous 3d Mr Knee Images: A Federated Few-Shot Learning Method with Dual Knowledge Distillation. ISBI 2023: 1-5 - [c437]Ananya Jana, Ramanathan Arunachalam, Carlos D. Minacapelli, Kaitlyn Catalano, Carlos Catalano, Vinod Rustgi, Dimitris N. Metaxas:
Scale-Aware Multi-Instance Learning for Early Prognosis of Subjects at Risk of Developing Hepatocellular Carcinoma. ISBI 2023: 1-5 - [c436]Ananya Jana, Hrebesh Molly Subhash, Dimitris N. Metaxas:
3D Tooth Mesh Segmentation with Simplified Mesh Cell Representation. ISBI 2023: 1-5 - [c435]Xiaoxiao He, Chaowei Tan, Ligong Han, Bo Liu, Leon Axel, Kang Li, Dimitris N. Metaxas:
DMCVR: Morphology-Guided Diffusion Model for 3D Cardiac Volume Reconstruction. MICCAI (7) 2023: 132-142 - [c434]Kexin Ding, Mu Zhou, Dimitris N. Metaxas, Shaoting Zhang:
Pathology-and-Genomics Multimodal Transformer for Survival Outcome Prediction. MICCAI (6) 2023: 622-631 - [c433]Di Liu, Anastasis Stathopoulos, Qilong Zhangli, Yunhe Gao, Dimitris N. Metaxas:
LEPARD: Learning Explicit Part Discovery for 3D Articulated Shape Reconstruction. NeurIPS 2023 - [c432]Ziyu Ni, Linda Wei, Lijian Xu, Qing Xia, Hongsheng Li, Shaoting Zhang, Dimitris N. Metaxas:
Voxel2Hemodynamics: An End-to-End Deep Learning Method for Predicting Coronary Artery Hemodynamics. STACOM@MICCAI 2023: 15-24 - [c431]Bingyu Xin, Meng Ye, Leon Axel, Dimitris N. Metaxas:
Fill the K-Space and Refine the Image: Prompting for Dynamic and Multi-Contrast MRI Reconstruction. STACOM@MICCAI 2023: 261-273 - [c430]Yuxiao Chen, Jianbo Yuan, Long Zhao, Tianlang Chen, Rui Luo, Larry Davis, Dimitris N. Metaxas:
More Than Just Attention: Improving Cross-Modal Attentions with Contrastive Constraints for Image-Text Matching. WACV 2023: 4421-4429 - [i124]Ananya Jana, Hrebesh Molly Subhash, Dimitris N. Metaxas:
3D Tooth Mesh Segmentation with Simplified Mesh Cell Representation. CoRR abs/2301.10531 (2023) - [i123]Zhuowei Li, Long Zhao, Zizhao Zhang, Han Zhang, Di Liu, Ting Liu, Dimitris N. Metaxas:
Steering Prototype with Prompt-tuning for Rehearsal-free Continual Learning. CoRR abs/2303.09447 (2023) - [i122]Ligong Han, Yinxiao Li, Han Zhang, Peyman Milanfar, Dimitris N. Metaxas, Feng Yang:
SVDiff: Compact Parameter Space for Diffusion Fine-Tuning. CoRR abs/2303.11305 (2023) - [i121]Xiaoxiao He, Chaowei Tan, Bo Liu, Liping Si, Weiwu Yao, Liang Zhao, Di Liu, Qilong Zhangli, Qi Chang, Kang Li, Dimitris N. Metaxas:
Dealing With Heterogeneous 3D MR Knee Images: A Federated Few-Shot Learning Method With Dual Knowledge Distillation. CoRR abs/2303.14357 (2023) - [i120]Yuxiao Chen, Jianbo Yuan, Yu Tian, Shijie Geng, Xinyu Li, Ding Zhou, Dimitris N. Metaxas, Hongxia Yang:
Revisiting Multimodal Representation in Contrastive Learning: From Patch and Token Embeddings to Finite Discrete Tokens. CoRR abs/2303.14865 (2023) - [i119]Ligong Han, Seungwook Han, Shivchander Sudalairaj, Charlotte Loh, Rumen Dangovski, Fei Deng, Pulkit Agrawal, Dimitris N. Metaxas, Leonid Karlinsky, Tsui-Wei Weng, Akash Srivastava:
Constructive Assimilation: Boosting Contrastive Learning Performance through View Generation Strategies. CoRR abs/2304.00601 (2023) - [i118]Samuel Schulter, Vijay Kumar B. G, Yumin Suh, Konstantinos M. Dafnis, Zhixing Zhang, Shiyu Zhao, Dimitris N. Metaxas:
OmniLabel: A Challenging Benchmark for Language-Based Object Detection. CoRR abs/2304.11463 (2023) - [i117]Anastasis Stathopoulos, Georgios Pavlakos, Ligong Han, Dimitris N. Metaxas:
Learning Articulated Shape with Keypoint Pseudo-labels from Web Images. CoRR abs/2304.14396 (2023) - [i116]Ananya Jana, Aniruddha Maiti, Dimitris N. Metaxas:
A Critical Analysis of the Limitation of Deep Learning based 3D Dental Mesh Segmentation Methods in Segmenting Partial Scans. CoRR abs/2305.00244 (2023) - [i115]Yunhe Gao, Zhuowei Li, Di Liu, Mu Zhou, Shaoting Zhang, Dimitris N. Metaxas:
Training Like a Medical Resident: Universal Medical Image Segmentation via Context Prior Learning. CoRR abs/2306.02416 (2023) - [i114]Ligong Han, Song Wen, Qi Chen, Zhixing Zhang, Kunpeng Song, Mengwei Ren, Ruijiang Gao, Yuxiao Chen, Di Liu, Qilong Zhangli, Anastasis Stathopoulos, Jindong Jiang, Zhaoyang Xia, Akash Srivastava, Dimitris N. Metaxas:
Improving Tuning-Free Real Image Editing with Proximal Guidance. CoRR abs/2306.05414 (2023) - [i113]Shaoting Zhang, Dimitris N. Metaxas:
On the Challenges and Perspectives of Foundation Models for Medical Image Analysis. CoRR abs/2306.05705 (2023) - [i112]Zhenting Wang, Chen Chen, Yuchen Liu, Lingjuan Lyu, Dimitris N. Metaxas, Shiqing Ma:
How to Detect Unauthorized Data Usages in Text-to-image Diffusion Models. CoRR abs/2307.03108 (2023) - [i111]Meng Ye, Dong Yang, Mikael Kanski, Leon Axel, Dimitris N. Metaxas:
Neural Deformable Models for 3D Bi-Ventricular Heart Shape Reconstruction and Modeling from 2D Sparse Cardiac Magnetic Resonance Imaging. CoRR abs/2307.07693 (2023) - [i110]Kexin Ding, Mu Zhou, Dimitris N. Metaxas, Shaoting Zhang:
Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction. CoRR abs/2307.11952 (2023) - [i109]Wentao Zhu, Yuan Jin, Gege Ma, Geng Chen, Jan Egger, Shaoting Zhang, Dimitris N. Metaxas:
Classification of lung cancer subtypes on CT images with synthetic pathological priors. CoRR abs/2308.04663 (2023) - [i108]Shiyu Zhao, Samuel Schulter, Long Zhao, Zhixing Zhang, Vijay Kumar B. G, Yumin Suh, Manmohan Chandraker, Dimitris N. Metaxas:
Improving Pseudo Labels for Open-Vocabulary Object Detection. CoRR abs/2308.06412 (2023) - [i107]Xiaoxiao He, Chaowei Tan, Ligong Han, Bo Liu, Leon Axel, Kang Li, Dimitris N. Metaxas:
DMCVR: Morphology-Guided Diffusion Model for 3D Cardiac Volume Reconstruction. CoRR abs/2308.09223 (2023) - [i106]Di Liu, Long Zhao, Qilong Zhangli, Yunhe Gao, Ting Liu, Dimitris N. Metaxas:
Deep Deformable Models: Learning 3D Shape Abstractions with Part Consistency. CoRR abs/2309.01035 (2023) - [i105]Di Liu, Xiang Yu, Meng Ye, Qilong Zhangli, Zhuowei Li, Zhixing Zhang, Dimitris N. Metaxas:
DeFormer: Integrating Transformers with Deformable Models for 3D Shape Abstraction from a Single Image. CoRR abs/2309.12594 (2023) - [i104]Bingyu Xin, Meng Ye, Leon Axel, Dimitris N. Metaxas:
Fill the K-Space and Refine the Image: Prompting for Dynamic and Multi-Contrast MRI Reconstruction. CoRR abs/2309.13839 (2023) - [i103]Song Wen, Guian Fang, Renrui Zhang, Peng Gao, Hao Dong, Dimitris N. Metaxas:
Improving Compositional Text-to-image Generation with Large Vision-Language Models. CoRR abs/2310.06311 (2023) - [i102]Zhaoyang Xia, Carol Neidle, Dimitris N. Metaxas:
DiffSLVA: Harnessing Diffusion Models for Sign Language Video Anonymization. CoRR abs/2311.16060 (2023) - [i101]Zhixing Zhang, Bichen Wu, Xiaoyan Wang, Yaqiao Luo, Luxin Zhang, Yinan Zhao, Peter Vajda, Dimitris N. Metaxas, Licheng Yu:
AVID: Any-Length Video Inpainting with Diffusion Model. CoRR abs/2312.03816 (2023) - 2022
- [j145]Chaitanya K. Baru, Michael Pozmantier, Ilkay Altintas, Stephen Baek, Jonathan Cohen, Laura E. Condon, Giulia Fanti, Raul Castro Fernandez, Ethan Jackson, Upmanu Lall, Bennett A. Landman, Hai Li, Claudia Marin, Beatriz Martínez-López, Dimitris N. Metaxas, Bradley D. Olsen, Grier P. Page, Yelda Turkan, Jingbo Zhang, Peng Zhang:
Enabling AI Innovation via Data and Model Sharing: An Overview of the Nsf Convergence Accelerator Track D. AI Mag. 43(1): 93-104 (2022) - [j144]Xiangde Luo, Tao Song, Guotai Wang, Jieneng Chen, Yinan Chen, Kang Li, Dimitris N. Metaxas, Shaoting Zhang:
SCPM-Net: An anchor-free 3D lung nodule detection network using sphere representation and center points matching. Medical Image Anal. 75: 102287 (2022) - [j143]Qian Da, Xiaodi Huang, Zhongyu Li, Yanfei Zuo, Chenbin Zhang, Jingxin Liu, Wen Chen, Jiahui Li, Dou Xu, Zhiqiang Hu, Hongmei Yi, Yan Guo, Zhe Wang, Ling Chen, Li Zhang, Xianying He, Xiaofan Zhang, Ke Mei, Chuang Zhu, Weizeng Lu, Linlin Shen, Jun Shi, Jun Li, Sreehari S, Ganapathy Krishnamurthi, Jiangcheng Yang, Tiancheng Lin, Qingyu Song, Xuechen Liu, Simon Graham, Raja Muhammad Saad Bashir, Canqian Yang, Shaofei Qin, Xinmei Tian, Baocai Yin, Jie Zhao, Dimitris N. Metaxas, Hongsheng Li, Chaofu Wang, Shaoting Zhang:
DigestPath: A benchmark dataset with challenge review for the pathological detection and segmentation of digestive-system. Medical Image Anal. 80: 102485 (2022) - [j142]Xiangde Luo, Guotai Wang, Wenjun Liao, Jieneng Chen, Tao Song, Yinan Chen, Shichuan Zhang, Dimitris N. Metaxas, Shaoting Zhang:
Semi-supervised medical image segmentation via uncertainty rectified pyramid consistency. Medical Image Anal. 80: 102517 (2022) - [j141]Xiangde Luo, Wenjun Liao, Jianghong Xiao, Jieneng Chen, Tao Song, Xiaofan Zhang, Kang Li, Dimitris N. Metaxas, Guotai Wang, Shaoting Zhang:
WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image. Medical Image Anal. 82: 102642 (2022) - [j140]Alireza Naghizadeh, Wei-chung Tsao, Jong Hyun Cho, Hongye Xu, Mohab Mohamed, Dali Li, Wei Xiong, Dimitris N. Metaxas, Carlos A. Ramos, Dongfang Liu:
In vitro machine learning-based CAR T immunological synapse quality measurements correlate with patient clinical outcomes. PLoS Comput. Biol. 18(3) (2022) - [j139]Guotai Wang, Shuwei Zhai, Giovanni Lasio, Baoshe Zhang, Byong Yi, Shifeng Chen, Thomas J. Macvittie, Dimitris N. Metaxas, Jinghao Zhou, Shaoting Zhang:
Semi-Supervised Segmentation of Radiation-Induced Pulmonary Fibrosis From Lung CT Scans With Multi-Scale Guided Dense Attention. IEEE Trans. Medical Imaging 41(3): 531-542 (2022) - [j138]Dong Yang, Giovanni Lasio, Baoshe Zhang, Byong Yi, Shifeng Chen, Yin Zhang, Thomas J. Macvittie, Dimitris N. Metaxas, Jinghao Zhou:
Automated Pulmonary Fibrosis Segmentation Using a 3D Multi-Scale Convolutional Encoder-Decoder Approach in Thoracic CT for the Rhesus Macaque with Radiation-Induced Lung Damage. J. Signal Process. Syst. 94(5): 473-483 (2022) - [c429]Wenjia Zhang, Yikai Zhang, Xiaoling Hu, Mayank Goswami, Chao Chen, Dimitris N. Metaxas:
A Manifold View of Adversarial Risk. AISTATS 2022: 11598-11614 - [c428]Saad Hassan, Sooyeon Lee, Dimitris N. Metaxas, Carol Neidle, Matt Huenerfauth:
Understanding ASL Learners' Preferences for a Sign Language Recording and Automatic Feedback System to Support Self-Study. ASSETS 2022: 85:1-85:5 - [c427]Ligong Han, Jian Ren, Hsin-Ying Lee, Francesco Barbieri, Kyle Olszewski, Shervin Minaee, Dimitris N. Metaxas, Sergey Tulyakov:
Show Me What and Tell Me How: Video Synthesis via Multimodal Conditioning. CVPR 2022: 3605-3615 - [c426]Shiyu Zhao, Long Zhao, Zhixing Zhang, Enyu Zhou, Dimitris N. Metaxas:
Global Matching with Overlapping Attention for Optical Flow Estimation. CVPR 2022: 17571-17580 - [c425]Song Wen, Hao Wang, Dimitris N. Metaxas:
Learning Interacting Dynamic Systems with Neural Ordinary Differential Equations. DDDAS 2022: 217-226 - [c424]Zhuowei Li, Yibo Gao, Zhenzhou Zha, Zhiqiang Hu, Qing Xia, Shaoting Zhang, Dimitris N. Metaxas:
Towards Self-Supervised and Weight-preserving Neural Architecture Search. ECCV Workshops (4) 2022: 3-19 - [c423]Shiyu Zhao, Zhixing Zhang, Samuel Schulter, Long Zhao, B. G. Vijay Kumar, Anastasis Stathopoulos, Manmohan Chandraker, Dimitris N. Metaxas:
Exploiting Unlabeled Data with Vision and Language Models for Object Detection. ECCV (9) 2022: 159-175 - [c422]Yuxiao Chen, Long Zhao, Jianbo Yuan, Yu Tian, Zhaoyang Xia, Shijie Geng, Ligong Han, Dimitris N. Metaxas:
Hierarchically Self-supervised Transformer for Human Skeleton Representation Learning. ECCV (26) 2022: 185-202 - [c421]Song Wen, Hao Wang, Dimitris N. Metaxas:
Social ODE: Multi-agent Trajectory Forecasting with Neural Ordinary Differential Equations. ECCV (22) 2022: 217-233 - [c420]Qi Chang, Hui Qu, Zhennan Yan, Yunhe Gao, Lohendran Baskaran, Dimitris N. Metaxas:
Modality Bank: Learn multi-modality images across data centers without sharing medical data. EMBC 2022: 4758-4763 - [c419]Tingfeng Li, Shaobo Han, Martin Renqiang Min, Dimitris N. Metaxas:
Learning Transferable Reward for Query Object Localization with Policy Adaptation. ICLR 2022 - [c418]Konstantinos M. Dafnis, Evgenia Chroni, Carol Neidle, Dimitris N. Metaxas:
Bidirectional Skeleton-Based Isolated Sign Recognition using Graph Convolutional Networks. LREC 2022: 7328-7338 - [c417]Qilong Zhangli, Jingru Yi, Di Liu, Xiaoxiao He, Zhaoyang Xia, Qi Chang, Ligong Han, Yunhe Gao, Song Wen, Haiming Tang, He Wang, Mu Zhou, Dimitris N. Metaxas:
Region Proposal Rectification Towards Robust Instance Segmentation of Biological Images. MICCAI (4) 2022: 129-139 - [c416]Di Liu, Yunhe Gao, Qilong Zhangli, Ligong Han, Xiaoxiao He, Zhaoyang Xia, Song Wen, Qi Chang, Zhennan Yan, Mu Zhou, Dimitris N. Metaxas:
TransFusion: Multi-view Divergent Fusion for Medical Image Segmentation with Transformers. MICCAI (5) 2022: 485-495 - [c415]Qi Chang, Zhennan Yan, Mu Zhou, Di Liu, Khalid Sawalha, Meng Ye, Qilong Zhangli, Mikael Kanski, Subhi Al'Aref, Leon Axel, Dimitris N. Metaxas:
DeepRecon: Joint 2D Cardiac Segmentation and 3D Volume Reconstruction via a Structure-Specific Generative Method. MICCAI (4) 2022: 567-577 - [c414]Bingyu Xin, Timothy S. Phan, Leon Axel, Dimitris N. Metaxas:
Learned Half-Quadratic Splitting Network for MR Image Reconstruction. MIDL 2022: 1403-1412 - [c413]Ligong Han, Sri Harsha Musunuri, Martin Renqiang Min, Ruijiang Gao, Yu Tian, Dimitris N. Metaxas:
AE-StyleGAN: Improved Training of Style-Based Auto-Encoders. WACV 2022: 955-964 - [i100]Carol Neidle, Augustine Opoku, Dimitris N. Metaxas:
ASL Video Corpora & Sign Bank: Resources Available through the American Sign Language Linguistic Research Project (ASLLRP). CoRR abs/2201.07899 (2022) - [i99]Zhuowei Li, Zihao Liu, Zhiqiang Hu, Qing Xia, Ruiqin Xiong, Shaoting Zhang, Dimitris N. Metaxas, Tingting Jiang:
Contrastive and Selective Hidden Embeddings for Medical Image Segmentation. CoRR abs/2201.08779 (2022) - [i98]Qi Chang, Hui Qu, Zhennan Yan, Yunhe Gao, Lohendran Baskaran, Dimitris N. Metaxas:
Modality Bank: Learn multi-modality images across data centers without sharing medical data. CoRR abs/2201.08955 (2022) - [i97]Kexin Ding, Mu Zhou, Zichen Wang, Qiao Liu, Corey W. Arnold, Shaoting Zhang, Dimitris N. Metaxas:
Graph Convolutional Networks for Multi-modality Medical Imaging: Methods, Architectures, and Clinical Applications. CoRR abs/2202.08916 (2022) - [i96]Tingfeng Li, Shaobo Han, Martin Renqiang Min, Dimitris N. Metaxas:
Learning Transferable Reward for Query Object Localization with Policy Adaptation. CoRR abs/2202.12403 (2022) - [i95]Yunhe Gao, Mu Zhou, Di Liu, Dimitris N. Metaxas:
A Multi-scale Transformer for Medical Image Segmentation: Architectures, Model Efficiency, and Benchmarks. CoRR abs/2203.00131 (2022) - [i94]Ligong Han, Jian Ren, Hsin-Ying Lee, Francesco Barbieri, Kyle Olszewski, Shervin Minaee, Dimitris N. Metaxas, Sergey Tulyakov:
Show Me What and Tell Me How: Video Synthesis via Multimodal Conditioning. CoRR abs/2203.02573 (2022) - [i93]Qilong Zhangli, Jingru Yi, Di Liu, Xiaoxiao He, Zhaoyang Xia, Haiming Tang, He Wang, Mu Zhou, Dimitris N. Metaxas:
Region Proposal Rectification Towards Robust Instance Segmentation of Biological Images. CoRR abs/2203.02846 (2022) - [i92]Di Liu, Yunhe Gao, Qilong Zhangli, Zhennan Yan, Mu Zhou, Dimitris N. Metaxas:
TransFusion: Multi-view Divergent Fusion for Medical Image Segmentation with Transformers. CoRR abs/2203.10726 (2022) - [i91]Shiyu Zhao, Long Zhao, Zhixing Zhang, Enyu Zhou, Dimitris N. Metaxas:
Global Matching with Overlapping Attention for Optical Flow Estimation. CoRR abs/2203.11335 (2022) - [i90]Wenjia Zhang, Yikai Zhang, Xiaolin Hu, Mayank Goswami, Chao Chen, Dimitris N. Metaxas:
A Manifold View of Adversarial Risk. CoRR abs/2203.13277 (2022) - [i89]Zhuowei Li, Yibo Gao, Zhenzhou Zha, Zhiqiang Hu, Qing Xia, Shaoting Zhang, Dimitris N. Metaxas:
Towards Self-supervised and Weight-preserving Neural Architecture Search. CoRR abs/2206.04125 (2022) - [i88]Qi Chang, Zhennan Yan, Mu Zhou, Di Liu, Khalid Sawalha, Meng Ye, Qilong Zhangli, Mikael Kanski, Subhi Al'Aref, Leon Axel, Dimitris N. Metaxas:
DeepRecon: Joint 2D Cardiac Segmentation and 3D Volume Reconstruction via A Structure-Specific Generative Method. CoRR abs/2206.07163 (2022) - [i87]Zachary A. Daniels, Dimitris N. Metaxas:
A Dynamic Data Driven Approach for Explainable Scene Understanding. CoRR abs/2206.09089 (2022) - [i86]Shiyu Zhao, Zhixing Zhang, Samuel Schulter, Long Zhao, Vijay Kumar B. G, Anastasis Stathopoulos, Manmohan Chandraker, Dimitris N. Metaxas:
Exploiting Unlabeled Data with Vision and Language Models for Object Detection. CoRR abs/2207.08954 (2022) - [i85]Yuxiao Chen, Long Zhao, Jianbo Yuan, Yu Tian, Zhaoyang Xia, Shijie Geng, Ligong Han, Dimitris N. Metaxas:
Hierarchically Self-Supervised Transformer for Human Skeleton Representation Learning. CoRR abs/2207.09644 (2022) - [i84]Ananya Jana, Hrebesh Molly Subhash, Dimitris N. Metaxas:
Automatic Tooth Segmentation from 3D Dental Model using Deep Learning: A Quantitative Analysis of what can be learnt from a Single 3D Dental Model. CoRR abs/2209.08132 (2022) - [i83]Yunhe Gao, Xingjian Shi, Yi Zhu, Hao Wang, Zhiqiang Tang, Xiong Zhou, Mu Li, Dimitris N. Metaxas:
Visual Prompt Tuning for Test-time Domain Adaptation. CoRR abs/2210.04831 (2022) - [i82]Ran Gu, Guotai Wang, Jiangshan Lu, Jingyang Zhang, Wenhui Lei, Yinan Chen, Wenjun Liao, Shichuan Zhang, Kang Li, Dimitris N. Metaxas, Shaoting Zhang:
CDDSA: Contrastive Domain Disentanglement and Style Augmentation for Generalizable Medical Image Segmentation. CoRR abs/2211.12081 (2022) - [i81]Kunpeng Song, Ligong Han, Bingchen Liu, Dimitris N. Metaxas, Ahmed Elgammal:
Diffusion Guided Domain Adaptation of Image Generators. CoRR abs/2212.04473 (2022) - [i80]Zhixing Zhang, Ligong Han, Arnab Ghosh, Dimitris N. Metaxas, Jian Ren:
SINE: SINgle Image Editing with Text-to-Image Diffusion Models. CoRR abs/2212.04489 (2022) - 2021
- [j137]Hui Qu, Carlos D. Minacapelli, Christopher Tait, Kapil Gupta, Abhishek Bhurwal, Carolyn Catalano, Randa Dafalla, Dimitris N. Metaxas, Vinod Rustgi:
Training of computational algorithms to predict NAFLD activity score and fibrosis stage from liver histopathology slides. Comput. Methods Programs Biomed. 207: 106153 (2021) - [j136]Hongsheng Li, Shaoting Zhang, Dimitris N. Metaxas:
Guest editorial: Deep learning for medical image analysis. Neurocomputing 438: 209-210 (2021) - [j135]Yunhe Gao, Rui Huang, Yiwei Yang, Jie Zhang, Kainan Shao, Changjuan Tao, Yuanyuan Chen, Dimitris N. Metaxas, Hongsheng Li, Ming Chen:
FocusNetv2: Imbalanced large and small organ segmentation with adversarial shape constraint for head and neck CT images. Medical Image Anal. 67: 101831 (2021) - [j134]Qiaoying Huang, Yikun Xian, Dong Yang, Hui Qu, Jingru Yi, Pengxiang Wu, Dimitris N. Metaxas:
Dynamic MRI reconstruction with end-to-end motion-guided network. Medical Image Anal. 68: 101901 (2021) - [j133]Yang Qu, Xiaomin Li, Zhennan Yan, Liang Zhao, Lichi Zhang, Chang Liu, Shuaining Xie, Kang Li, Dimitris N. Metaxas, Wen Wu, Yongqiang Hao, Kerong Dai, Shaoting Zhang, Xiaofeng Tao, Songtao Ai:
Surgical planning of pelvic tumor using multi-view CNN with relation-context representation learning. Medical Image Anal. 69: 101954 (2021) - [j132]Alireza Naghizadeh, Dimitris N. Metaxas, Dongfang Liu:
Greedy auto-augmentation for n-shot learning using deep neural networks. Neural Networks 135: 68-77 (2021) - [j131]Huihui Song, Wenjie Xu, Dong Liu, Bo Liu, Qingshan Liu, Dimitris N. Metaxas:
Multi-Stage Feature Fusion Network for Video Super-Resolution. IEEE Trans. Image Process. 30: 2923-2934 (2021) - [j130]Jingru Yi, Pengxiang Wu, Hui Tang, Bo Liu, Qiaoying Huang, Hui Qu, Lianyi Han, Wei Fan, Daniel J. Hoeppner, Dimitris N. Metaxas:
Object-Guided Instance Segmentation With Auxiliary Feature Refinement for Biological Images. IEEE Trans. Medical Imaging 40(9): 2403-2414 (2021) - [j129]Wenji Wang, Qing Xia, Zhiqiang Hu, Zhennan Yan, Zhuowei Li, Yang Wu, Ning Huang, Yue Gao, Dimitris N. Metaxas, Shaoting Zhang:
Few-Shot Learning by a Cascaded Framework With Shape-Constrained Pseudo Label Assessment for Whole Heart Segmentation. IEEE Trans. Medical Imaging 40(10): 2629-2641 (2021) - [c412]Sooyeon Lee, Abraham Glasser, Becca Dingman, Zhaoyang Xia, Dimitris N. Metaxas, Carol Neidle, Matt Huenerfauth:
American Sign Language Video Anonymization to Support Online Participation of Deaf and Hard of Hearing Users. ASSETS 2021: 22:1-22:13 - [c411]Li Siyao, Shiyu Zhao, Weijiang Yu, Wenxiu Sun, Dimitris N. Metaxas, Chen Change Loy, Ziwei Liu:
Deep Animation Video Interpolation in the Wild. CVPR 2021: 6587-6595 - [c410]Meng Ye, Mikael Kanski, Dong Yang, Qi Chang, Zhennan Yan, Qiaoying Huang, Leon Axel, Dimitris N. Metaxas:
DeepTag: An Unsupervised Deep Learning Method for Motion Tracking on Cardiac Tagging Magnetic Resonance Images. CVPR 2021: 7261-7271 - [c409]Long Zhao, Yuxiao Wang, Jiaping Zhao, Liangzhe Yuan, Jennifer J. Sun, Florian Schroff, Hartwig Adam, Xi Peng, Dimitris N. Metaxas, Ting Liu:
Learning View-Disentangled Human Pose Representation by Contrastive Cross-View Mutual Information Maximization. CVPR 2021: 12793-12802 - [c408]Zhiqiang Tang, Yunhe Gao, Yi Zhu, Zhi Zhang, Mu Li, Dimitris N. Metaxas:
CrossNorm and SelfNorm for Generalization under Distribution Shifts. ICCV 2021: 52-61 - [c407]Alireza Naghizadeh, Hongye Xu, Mohab Mohamed, Dimitris N. Metaxas, Dongfang Liu:
Semantic Aware Data Augmentation for Cell Nuclei Microscopical Images with Artificial Neural Networks. ICCV 2021: 3932-3941 - [c406]Andreas Voskou, Konstantinos P. Panousis, Dimitrios I. Kosmopoulos, Dimitris N. Metaxas, Sotirios Chatzis:
Stochastic Transformer Networks with Linear Competing Units: Application to end-to-end SL Translation. ICCV 2021: 11926-11935 - [c405]Ligong Han, Martin Renqiang Min, Anastasis Stathopoulos, Yu Tian, Ruijiang Gao, Asim Kadav, Dimitris N. Metaxas:
Dual Projection Generative Adversarial Networks for Conditional Image Generation. ICCV 2021: 14418-14427 - [c404]Yu Tian, Jian Ren, Menglei Chai, Kyle Olszewski, Xi Peng, Dimitris N. Metaxas, Sergey Tulyakov:
A Good Image Generator Is What You Need for High-Resolution Video Synthesis. ICLR 2021 - [c403]Yunhe Gao, Zhiqiang Tang, Mu Zhou, Dimitris N. Metaxas:
Enabling Data Diversity: Efficient Automatic Augmentation via Regularized Adversarial Training. IPMI 2021: 85-97 - [c402]Ananya Jana, Hui Qu, Carlos D. Minacapelli, Carolyn Catalano, Vinod Rustgi, Dimitris N. Metaxas:
Liver Fibrosis And NAS Scoring From CT Images Using Self-Supervised Learning And Texture Encoding. ISBI 2021: 1553-1557 - [c401]Yunhe Gao, Mu Zhou, Dimitris N. Metaxas:
UTNet: A Hybrid Transformer Architecture for Medical Image Segmentation. MICCAI (3) 2021: 61-71 - [c400]Jiahui Li, Wen Chen, Xiaodi Huang, Shuang Yang, Zhiqiang Hu, Qi Duan, Dimitris N. Metaxas, Hongsheng Li, Shaoting Zhang:
Hybrid Supervision Learning for Pathology Whole Slide Image Classification. MICCAI (8) 2021: 309-318 - [c399]Long Zhao, Zizhao Zhang, Ting Chen, Dimitris N. Metaxas, Han Zhang:
Improved Transformer for High-Resolution GANs. NeurIPS 2021: 18367-18380 - [c398]Qi Chang, Zhennan Yan, Meng Ye, Mikael Kanski, Subhi Al'Aref, Leon Axel, Dimitris N. Metaxas:
An Unsupervised 3D Recurrent Neural Network for Slice Misalignment Correction in Cardiac MR Imaging. STACOM@MICCAI 2021: 141-150 - [c397]Di Liu, Zhennan Yan, Qi Chang, Leon Axel, Dimitris N. Metaxas:
Refined Deep Layer Aggregation for Multi-Disease, Multi-View & Multi-Center Cardiac MR Segmentation. STACOM@MICCAI 2021: 315-322 - [c396]Jingru Yi, Pengxiang Wu, Bo Liu, Qiaoying Huang, Hui Qu, Dimitris N. Metaxas:
Oriented Object Detection in Aerial Images with Box Boundary-Aware Vectors. WACV 2021: 2149-2158 - [i79]Zhiqiang Tang, Yunhe Gao, Yi Zhu, Zhi Zhang, Mu Li, Dimitris N. Metaxas:
SelfNorm and CrossNorm for Out-of-Distribution Robustness. CoRR abs/2102.02811 (2021) - [i78]Yikai Zhang, Hui Qu, Qi Chang, Huidong Liu, Dimitris N. Metaxas, Chao Chen:
Training Federated GANs with Theoretical Guarantees: A Universal Aggregation Approach. CoRR abs/2102.04655 (2021) - [i77]Harris Partaourides, Andreas Voskou, Dimitrios I. Kosmopoulos, Sotirios Chatzis, Dimitris N. Metaxas:
Variational Bayesian Sequence-to-Sequence Networks for Memory-Efficient Sign Language Translation. CoRR abs/2102.06143 (2021) - [i76]Meng Ye, Mikael Kanski, Dong Yang, Qi Chang, Zhennan Yan, Qiaoying Huang, Leon Axel, Dimitris N. Metaxas:
DeepTag: An Unsupervised Deep Learning Method for Motion Tracking on Cardiac Tagging Magnetic Resonance Images. CoRR abs/2103.02772 (2021) - [i75]Ananya Jana, Hui Qu, Carlos D. Minacapelli, Carolyn Catalano, Vinod Rustgi, Dimitris N. Metaxas:
Liver Fibrosis and NAS scoring from CT images using self-supervised learning and texture encoding. CoRR abs/2103.03761 (2021) - [i74]Yunhe Gao, Zhiqiang Tang, Mu Zhou, Dimitris N. Metaxas:
Enabling Data Diversity: Efficient Automatic Augmentation via Regularized Adversarial Training. CoRR abs/2103.16493 (2021) - [i73]Yunhe Gao, Rui Huang, Yiwei Yang, Jie Zhang, Kainan Shao, Changjuan Tao, Yuanyuan Chen, Dimitris N. Metaxas, Hongsheng Li, Ming Chen:
FocusNetv2: Imbalanced Large and Small Organ Segmentation with Adversarial Shape Constraint for Head and Neck CT Images. CoRR abs/2104.01771 (2021) - [i72]Li Siyao, Shiyu Zhao, Weijiang Yu, Wenxiu Sun, Dimitris N. Metaxas, Chen Change Loy, Ziwei Liu:
Deep Animation Video Interpolation in the Wild. CoRR abs/2104.02495 (2021) - [i71]Xiangde Luo, Tao Song, Guotai Wang, Jieneng Chen, Yinan Chen, Kang Li, Dimitris N. Metaxas, Shaoting Zhang:
SCPM-Net: An Anchor-free 3D Lung Nodule Detection Network using Sphere Representation and Center Points Matching. CoRR abs/2104.05215 (2021) - [i70]Yu Tian, Jian Ren, Menglei Chai, Kyle Olszewski, Xi Peng, Dimitris N. Metaxas, Sergey Tulyakov:
A Good Image Generator Is What You Need for High-Resolution Video Synthesis. CoRR abs/2104.15069 (2021) - [i69]Yuxiao Chen, Jianbo Yuan, Long Zhao, Rui Luo, Larry Davis, Dimitris N. Metaxas:
More Than Just Attention: Learning Cross-Modal Attentions with Contrastive Constraints. CoRR abs/2105.09597 (2021) - [i68]Jingru Yi, Pengxiang Wu, Hui Tang, Bo Liu, Qiaoying Huang, Hui Qu, Lianyi Han, Wei Fan, Daniel J. Hoeppner, Dimitris N. Metaxas:
Object-Guided Instance Segmentation With Auxiliary Feature Refinement for Biological Images. CoRR abs/2106.07159 (2021) - [i67]Long Zhao, Zizhao Zhang, Ting Chen, Dimitris N. Metaxas, Han Zhang:
Improved Transformer for High-Resolution GANs. CoRR abs/2106.07631 (2021) - [i66]Yunhe Gao, Mu Zhou, Dimitris N. Metaxas:
UTNet: A Hybrid Transformer Architecture for Medical Image Segmentation. CoRR abs/2107.00781 (2021) - [i65]Jiahui Li, Wen Chen, Xiaodi Huang, Zhiqiang Hu, Qi Duan, Hongsheng Li, Dimitris N. Metaxas, Shaoting Zhang:
Mixed Supervision Learning for Whole Slide Image Classification. CoRR abs/2107.00934 (2021) - [i64]Ligong Han, Martin Renqiang Min, Anastasis Stathopoulos, Yu Tian, Ruijiang Gao, Asim Kadav, Dimitris N. Metaxas:
Dual Projection Generative Adversarial Networks for Conditional Image Generation. CoRR abs/2108.09016 (2021) - [i63]Ananya Jana, Carlos D. Minacapelli, Vinod Rustgi, Dimitris N. Metaxas:
Global and Local Interpretation of black-box Machine Learning models to determine prognostic factors from early COVID-19 data. CoRR abs/2109.05087 (2021) - [i62]Andreas Voskou, Konstantinos P. Panousis, Dimitrios I. Kosmopoulos, Dimitris N. Metaxas, Sotirios Chatzis:
Stochastic Transformer Networks with Linear Competing Units: Application to end-to-end SL Translation. CoRR abs/2109.13318 (2021) - [i61]Guotai Wang, Shuwei Zhai, Giovanni Lasio, Baoshe Zhang, Byong Yi, Shifeng Chen, Thomas J. Macvittie, Dimitris N. Metaxas, Jinghao Zhou, Shaoting Zhang:
Semi-Supervised Segmentation of Radiation-Induced Pulmonary Fibrosis from Lung CT Scans with Multi-Scale Guided Dense Attention. CoRR abs/2109.14172 (2021) - [i60]Ligong Han, Sri Harsha Musunuri, Martin Renqiang Min, Ruijiang Gao, Yu Tian, Dimitris N. Metaxas:
AE-StyleGAN: Improved Training of Style-Based Auto-Encoders. CoRR abs/2110.08718 (2021) - [i59]Bingyu Xin, Timothy S. Phan, Leon Axel, Dimitris N. Metaxas:
Learned Half-Quadratic Splitting Network for Magnetic Resonance Image Reconstruction. CoRR abs/2112.09760 (2021) - 2020
- [j128]Alireza Naghizadeh, Samaneh Berenjian, David J. Margolis, Dimitris N. Metaxas:
GNM: GridCell navigational model. Expert Syst. Appl. 148: 113217 (2020) - [j127]Long Zhao, Xi Peng, Yu Tian, Mubbasir Kapadia, Dimitris N. Metaxas:
Towards Image-to-Video Translation: A Structure-Aware Approach via Multi-stage Generative Adversarial Networks. Int. J. Comput. Vis. 128(10): 2514-2533 (2020) - [j126]Xiao-Tong Yuan, Bo Liu, Lezi Wang, Qingshan Liu, Dimitris N. Metaxas:
Dual Iterative Hard Thresholding. J. Mach. Learn. Res. 21: 152:1-152:50 (2020) - [j125]Zhiqiang Tang, Xi Peng, Kang Li, Dimitris N. Metaxas:
Towards Efficient U-Nets: A Coupled and Quantized Approach. IEEE Trans. Pattern Anal. Mach. Intell. 42(8): 2038-2050 (2020) - [j124]Alireza Naghizadeh, Mohammadsajad Abavisani, Dimitris N. Metaxas:
Greedy AutoAugment. Pattern Recognit. Lett. 138: 624-630 (2020) - [j123]Zixing Zhang, Dimitris N. Metaxas, Hung-yi Lee, Björn W. Schuller:
Guest Editorial Special Issue on Adversarial Learning in Computational Intelligence. IEEE Trans. Emerg. Top. Comput. Intell. 4(4): 414-416 (2020) - [j122]Hui Qu, Pengxiang Wu, Qiaoying Huang, Jingru Yi, Zhennan Yan, Kang Li, Gregory M. Riedlinger, Subhajyoti De, Shaoting Zhang, Dimitris N. Metaxas:
Weakly Supervised Deep Nuclei Segmentation Using Partial Points Annotation in Histopathology Images. IEEE Trans. Medical Imaging 39(11): 3655-3666 (2020) - [c395]Yikai Zhang, Hui Qu, Dimitris N. Metaxas, Chao Chen:
Local Regularizer Improves Generalization. AAAI 2020: 6861-6868 - [c394]Ligong Han, Ruijiang Gao, Mun Kim, Xin Tao, Bo Liu, Dimitris N. Metaxas:
Robust Conditional GAN from Uncertainty-Aware Pairwise Comparisons. AAAI 2020: 10909-10916 - [c393]Jingru Yi, Hui Tang, Pengxiang Wu, Bo Liu, Daniel J. Hoeppner, Dimitris N. Metaxas, Lianyi Han, Wei Fan:
Object-Guided Instance Segmentation for Biological Images. AAAI 2020: 12677-12684 - [c392]Ananya Jana, Hui Qu, Puru Rattan, Carlos D. Minacapelli, Vinod Rustgi, Dimitris N. Metaxas:
Deep Learning based NAS Score and Fibrosis Stage Prediction from CT and Pathology Data. BIBE 2020: 981-986 - [c391]Long Zhao, Xi Peng, Yuxiao Chen, Mubbasir Kapadia, Dimitris N. Metaxas:
Knowledge As Priors: Cross-Modal Knowledge Generalization for Datasets Without Superior Knowledge. CVPR 2020: 6527-6536 - [c390]Pengxiang Wu, Siheng Chen, Dimitris N. Metaxas:
MotionNet: Joint Perception and Motion Prediction for Autonomous Driving Based on Bird's Eye View Maps. CVPR 2020: 11382-11392 - [c389]Qi Chang, Hui Qu, Yikai Zhang, Mert R. Sabuncu, Chao Chen, Tong Zhang, Dimitris N. Metaxas:
Synthetic Learning: Learn From Distributed Asynchronized Discriminator GAN Without Sharing Medical Image Data. CVPR 2020: 13853-13863 - [c388]Zachary A. Daniels, Dimitris N. Metaxas:
Active Scene Classification via Dynamically Learning Prototypical Views. DDDAS 2020: 179-187 - [c387]Hui Qu, Yikai Zhang, Qi Chang, Zhennan Yan, Chao Chen, Dimitris N. Metaxas:
Learn Distributed GAN with Temporary Discriminators. ECCV (27) 2020: 175-192 - [c386]Pengxiang Wu, Qiaoying Huang, Jingru Yi, Hui Qu, Meng Ye, Leon Axel, Dimitris N. Metaxas:
Cardiac MR Image Sequence Segmentation with Temporal Motion Encoding. ECCV Workshops (1) 2020: 298-309 - [c385]Lezi Wang, Dong Liu, Rohit Puri, Dimitris N. Metaxas:
Learning Trailer Moments in Full-Length Movies with Co-Contrastive Attention. ECCV (18) 2020: 300-316 - [c384]Zhiqiang Tang, Yunhe Gao, Leonid Karlinsky, Prasanna Sattigeri, Rogério Feris, Dimitris N. Metaxas:
OnlineAugment: Online Data Augmentation with Less Domain Knowledge. ECCV (7) 2020: 313-329 - [c383]Songzhu Zheng, Pengxiang Wu, Aman Goswami, Mayank Goswami, Dimitris N. Metaxas, Chao Chen:
Error-Bounded Correction of Noisy Labels. ICML 2020: 11447-11457 - [c382]Dong Yang, Qiaoying Huang, Mikael Kanski, Subhi Al'Aref, Leon Axel, Dimitris N. Metaxas:
Mri-Based Characterization of Left Ventricle Dyssynchrony with Correlation to Crt Outcomes. ISBI 2020: 1-4 - [c381]Jingru Yi, Pengxiang Wu, Qiaoying Huang, Hui Qu, Dimitris N. Metaxas:
Vertebra-Focused Landmark Detection for Scoliosis Assessment. ISBI 2020: 736-740 - [c380]Hui Qu, Jingru Yi, Qiaoying Huang, Pengxiang Wu, Dimitris N. Metaxas:
Nuclei Segmentation Using Mixed Points and Masks Selected From Uncertainty. ISBI 2020: 973-976 - [c379]Qi Chang, Zhennan Yan, Yixuan Lou, Leon Axel, Dimitris N. Metaxas:
Soft-Label Guided Semi-Supervised Learning for Bi-Ventricle Segmentation in Cardiac Cine MRI. ISBI 2020: 1752-1755 - [c378]Harris Partaourides, Andreas Voskou, Dimitrios I. Kosmopoulos, Sotirios Chatzis, Dimitris N. Metaxas:
Variational Bayesian Sequence-to-Sequence Networks for Memory-Efficient Sign Language Translation. ISVC (2) 2020: 251-262 - [c377]Alireza Naghizadeh, Dimitris N. Metaxas:
Condensed Silhouette: An Optimized Filtering Process for Cluster Selection in K-Means. KES 2020: 205-214 - [c376]Qiaoying Huang, Eric Z. Chen, Hanchao Yu, Yimo Guo, Terrence Chen, Dimitris N. Metaxas, Shanhui Sun:
Measure Anatomical Thickness from Cardiac MRI with Deep Neural Networks. M&Ms and EMIDEC/STACOM@MICCAI 2020: 44-55 - [c375]Meng Ye, Qiaoying Huang, Dong Yang, Pengxiang Wu, Jingru Yi, Leon Axel, Dimitris N. Metaxas:
PC-U Net: Learning to Jointly Reconstruct and Segment the Cardiac Walls in 3D from CT Data. M&Ms and EMIDEC/STACOM@MICCAI 2020: 117-126 - [c374]Zhuowei Li, Qing Xia, Wenji Wang, Zhennan Yan, Ruohan Yin, Changjie Pan, Dimitris N. Metaxas:
Segmentation to Label: Automatic Coronary Artery Labeling from Mask Parcellation. MLMI@MICCAI 2020: 130-138 - [c373]Qiaoying Huang, Dong Yang, Yikun Xian, Pengxiang Wu, Jingru Yi, Hui Qu, Dimitris N. Metaxas:
Enhanced MRI Reconstruction Network Using Neural Architecture Search. MLMI@MICCAI 2020: 634-643 - [c372]Long Zhao, Ting Liu, Xi Peng, Dimitris N. Metaxas:
Maximum-Entropy Adversarial Data Augmentation for Improved Generalization and Robustness. NeurIPS 2020 - [c371]Mahdi Abavisani, Alireza Naghizadeh, Dimitris N. Metaxas, Vishal M. Patel:
Deep Subspace Clustering with Data Augmentation. NeurIPS 2020 - [c370]Pengxiang Wu, Songzhu Zheng, Mayank Goswami, Dimitris N. Metaxas, Chao Chen:
A Topological Filter for Learning with Label Noise. NeurIPS 2020 - [i58]Jingru Yi, Pengxiang Wu, Qiaoying Huang, Hui Qu, Dimitris N. Metaxas:
Vertebra-Focused Landmark Detection for Scoliosis Assessment. CoRR abs/2001.03187 (2020) - [i57]Pengxiang Wu, Siheng Chen, Dimitris N. Metaxas:
MotionNet: Joint Perception and Motion Prediction for Autonomous Driving Based on Bird's Eye View Maps. CoRR abs/2003.06754 (2020) - [i56]Long Zhao, Xi Peng, Yuxiao Chen, Mubbasir Kapadia, Dimitris N. Metaxas:
Knowledge as Priors: Cross-Modal Knowledge Generalization for Datasets without Superior Knowledge. CoRR abs/2004.00176 (2020) - [i55]Qi Chang, Hui Qu, Yikai Zhang, Mert R. Sabuncu, Chao Chen, Tong Zhang, Dimitris N. Metaxas:
Synthetic Learning: Learn From Distributed Asynchronized Discriminator GAN Without Sharing Medical Image Data. CoRR abs/2006.00080 (2020) - [i54]Ligong Han, Anastasis Stathopoulos, Tao Xue, Dimitris N. Metaxas:
Unbiased Auxiliary Classifier GANs with MINE. CoRR abs/2006.07567 (2020) - [i53]Hui Qu, Pengxiang Wu, Qiaoying Huang, Jingru Yi, Zhennan Yan, Kang Li, Gregory M. Riedlinger, Subhajyoti De, Shaoting Zhang, Dimitris N. Metaxas:
Weakly Supervised Deep Nuclei Segmentation Using Partial Points Annotation in Histopathology Images. CoRR abs/2007.05448 (2020) - [i52]Hui Qu, Yikai Zhang, Qi Chang, Zhennan Yan, Chao Chen, Dimitris N. Metaxas:
Learn distributed GAN with Temporary Discriminators. CoRR abs/2007.09221 (2020) - [i51]Zhiqiang Tang, Yunhe Gao, Leonid Karlinsky, Prasanna Sattigeri, Rogério Feris, Dimitris N. Metaxas:
OnlineAugment: Online Data Augmentation with Less Domain Knowledge. CoRR abs/2007.09271 (2020) - [i50]Jingru Yi, Pengxiang Wu, Bo Liu, Qiaoying Huang, Hui Qu, Dimitris N. Metaxas:
Oriented Object Detection in Aerial Images with Box Boundary-Aware Vectors. CoRR abs/2008.07043 (2020) - [i49]Meng Ye, Qiaoying Huang, Dong Yang, Pengxiang Wu, Jingru Yi, Leon Axel, Dimitris N. Metaxas:
PC-U Net: Learning to Jointly Reconstruct and Segment the Cardiac Walls in 3D from CT Data. CoRR abs/2008.08194 (2020) - [i48]Qiaoying Huang, Dong Yang, Yikun Xian, Pengxiang Wu, Jingru Yi, Hui Qu, Dimitris N. Metaxas:
Enhanced MRI Reconstruction Network using Neural Architecture Search. CoRR abs/2008.08248 (2020) - [i47]Lezi Wang, Dong Liu, Rohit Puri, Dimitris N. Metaxas:
Learning Trailer Moments in Full-Length Movies. CoRR abs/2008.08502 (2020) - [i46]Qiaoying Huang, Eric Z. Chen, Hanchao Yu, Yimo Guo, Terrence Chen, Dimitris N. Metaxas, Shanhui Sun:
Measure Anatomical Thickness from Cardiac MRI with Deep Neural Networks. CoRR abs/2008.11109 (2020) - [i45]Ananya Jana, Hui Qu, Puru Rattan, Carlos D. Minacapelli, Vinod Rustgi, Dimitris N. Metaxas:
Deep Learning based NAS Score and Fibrosis Stage Prediction from CT and Pathology Data. CoRR abs/2009.10687 (2020) - [i44]Long Zhao, Ting Liu, Xi Peng, Dimitris N. Metaxas:
Maximum-Entropy Adversarial Data Augmentation for Improved Generalization and Robustness. CoRR abs/2010.08001 (2020) - [i43]Songzhu Zheng, Pengxiang Wu, Aman Goswami, Mayank Goswami, Dimitris N. Metaxas, Chao Chen:
Error-Bounded Correction of Noisy Labels. CoRR abs/2011.10077 (2020) - [i42]Long Zhao, Yuxiao Wang, Jiaping Zhao, Liangzhe Yuan, Jennifer J. Sun, Florian Schroff, Hartwig Adam, Xi Peng, Dimitris N. Metaxas, Ting Liu:
Learning View-Disentangled Human Pose Representation by Contrastive Cross-View Mutual Information Maximization. CoRR abs/2012.01405 (2020) - [i41]Pengxiang Wu, Songzhu Zheng, Mayank Goswami, Dimitris N. Metaxas, Chao Chen:
A Topological Filter for Learning with Label Noise. CoRR abs/2012.04835 (2020) - [i40]Qi Chang, Zhennan Yan, Lohendran Baskaran, Hui Qu, Yikai Zhang, Tong Zhang, Shaoting Zhang, Dimitris N. Metaxas:
Multi-modal AsynDGAN: Learn From Distributed Medical Image Data without Sharing Private Information. CoRR abs/2012.08604 (2020)
2010 – 2019
- 2019
- [j121]Long Zhao, Fangda Han, Xi Peng, Xun Zhang, Mubbasir Kapadia, Vladimir Pavlovic, Dimitris N. Metaxas:
Cartoonish sketch-based face editing in videos using identity deformation transfer. Comput. Graph. 79: 58-68 (2019) - [j120]Jingru Yi, Pengxiang Wu, Dimitris N. Metaxas:
ASSD: Attentive single shot multibox detector. Comput. Vis. Image Underst. 189 (2019) - [j119]Lezi Wang, Xiang Yu, Thirimachos Bourlai, Dimitris N. Metaxas:
A coupled encoder-decoder network for joint face detection and landmark localization. Image Vis. Comput. 87: 37-46 (2019) - [j118]Jingru Yi, Pengxiang Wu, Menglin Jiang, Qiaoying Huang, Daniel J. Hoeppner, Dimitris N. Metaxas:
Attentive neural cell instance segmentation. Medical Image Anal. 55: 228-240 (2019) - [j117]Han Zhang, Tao Xu, Hongsheng Li, Shaoting Zhang, Xiaogang Wang, Xiaolei Huang, Dimitris N. Metaxas:
StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks. IEEE Trans. Pattern Anal. Mach. Intell. 41(8): 1947-1962 (2019) - [j116]Rahil Mehrizi, Xi Peng, Dimitris N. Metaxas, Xu Xu, Shaoting Zhang, Kang Li:
Predicting 3-D Lower Back Joint Load in Lifting: A Deep Pose Estimation Approach. IEEE Trans. Hum. Mach. Syst. 49(1): 85-94 (2019) - [c369]Pengxiang Wu, Chao Chen, Jingru Yi, Dimitris N. Metaxas:
Point Cloud Processing via Recurrent Set Encoding. AAAI 2019: 5441-5449 - [c368]Bo Liu, Xiao-Tong Yuan, Lezi Wang, Qingshan Liu, Junzhou Huang, Dimitris N. Metaxas:
Distributed Inexact Newton-type Pursuit for Non-convex Sparse Learning. AISTATS 2019: 343-352 - [c367]Yuxiao Chen, Long Zhao, Xi Peng, Jianbo Yuan, Dimitris N. Metaxas:
Construct Dynamic Graphs for Hand Gesture Recognition via Spatial-Temporal Attention. BMVC 2019: 103 - [c366]Lezi Wang, Chongyang Bai, Maksim Bolonkin, Judee K. Burgoon, Norah E. Dunbar, V. S. Subrahmanian, Dimitris N. Metaxas:
Attention-based Facial Behavior Analytics inSocial Communication. BMVC 2019: 271 - [c365]Ligong Han, Yang Zou, Ruijiang Gao, Lezi Wang, Dimitris N. Metaxas:
Unsupervised Domain Adaptation via Calibrating Uncertainties. CVPR Workshops 2019: 99-102 - [c364]Jingru Yi, Pengxiang Wu, Qiaoying Huang, Hui Qu, Daniel J. Hoeppner, Dimitris N. Metaxas:
Online Neural Cell Tracking Using Blob-Seed Segmentation and Optical Flow. CVPR Workshops 2019: 1057-1064 - [c363]Long Zhao, Xi Peng, Yu Tian, Mubbasir Kapadia, Dimitris N. Metaxas:
Semantic Graph Convolutional Networks for 3D Human Pose Regression. CVPR 2019: 3425-3435 - [c362]Qiaoying Huang, Dong Yang, Jingru Yi, Leon Axel, Dimitris N. Metaxas:
FR-Net: Joint Reconstruction and Segmentation in Compressed Sensing Cardiac MRI. FIMH 2019: 352-360 - [c361]Lezi Wang, Ziyan Wu, Srikrishna Karanam, Kuan-Chuan Peng, Rajat Vikram Singh, Bo Liu, Dimitris N. Metaxas:
Sharpen Focus: Learning With Attention Separability and Consistency. ICCV 2019: 512-521 - [c360]Zhiqiang Tang, Xi Peng, Tingfeng Li, Yizhe Zhu, Dimitris N. Metaxas:
AdaTransform: Adaptive Data Transformation. ICCV 2019: 2998-3006 - [c359]Han Zhang, Ian J. Goodfellow, Dimitris N. Metaxas, Augustus Odena:
Self-Attention Generative Adversarial Networks. ICML 2019: 7354-7363 - [c358]Xudong Zhang, Pengxiang Wu, Changhe Yuan, Yusu Wang, Dimitris N. Metaxas, Chao Chen:
Heuristic Search for Homology Localization Problem and Its Application in Cardiac Trabeculae Reconstruction. IJCAI 2019: 1312-1318 - [c357]Yikai Zhang, Hui Qu, Chao Chen, Dimitris N. Metaxas:
Taming the Noisy Gradient: Train Deep Neural Networks with Small Batch Sizes. IJCAI 2019: 4348-4354 - [c356]Zhongyu Li, Yixuan Lou, Zhennan Yan, Subhi Al'Aref, James K. Min, Leon Axel, Dimitris N. Metaxas:
Fully Automatic Segmentation Of Short-Axis Cardiac MRI Using Modified Deep Layer Aggregation. ISBI 2019: 793-797 - [c355]Hui Qu, Gregory M. Riedlinger, Pengxiang Wu, Qiaoying Huang, Jingru Yi, Subhajyoti De, Dimitris N. Metaxas:
Joint Segmentation and Fine-Grained Classification of Nuclei in Histopathology Images. ISBI 2019: 900-904 - [c354]Jingru Yi, Pengxiang Wu, Qiaoying Huang, Hui Qu, Daniel J. Hoeppner, Dimitris N. Metaxas:
Context-Refined Neural Cell Instance Segmentation. ISBI 2019: 1028-1032 - [c353]Zachary A. Daniels, Dimitris N. Metaxas:
Exploiting Visual and Report-Based Information for Chest X-RAY Analysis by Jointly Learning Visual Classifiers and Topic Models. ISBI 2019: 1270-1274 - [c352]Qiaoying Huang, Dong Yang, Pengxiang Wu, Hui Qu, Jingru Yi, Dimitris N. Metaxas:
MRI Reconstruction Via Cascaded Channel-Wise Attention Network. ISBI 2019: 1622-1626 - [c351]Pengxiang Wu, Hui Qu, Jingru Yi, Qiaoying Huang, Chao Chen, Dimitris N. Metaxas:
Deep Attentive Feature Learning for Histopathology Image Classification. ISBI 2019: 1865-1868 - [c350]Xiaoxiao He, Chaowei Tan, Yuting Qiao, Virak Tan, Dimitris N. Metaxas, Kang Li:
Effective 3D humerus and scapula extraction using low-contrast and high-shape-variability MR data. Biomedical Applications in Molecular, Structural, and Functional Imaging 2019: 109530O - [c349]Qiaoying Huang, Xiao Chen, Dimitris N. Metaxas, Mariappan S. Nadar:
Brain Segmentation from k-Space with End-to-End Recurrent Attention Network. MICCAI (3) 2019: 275-283 - [c348]Chaowei Tan, Zhennan Yan, Shaoting Zhang, Kang Li, Dimitris N. Metaxas:
Collaborative Multi-agent Learning for MR Knee Articular Cartilage Segmentation. MICCAI (2) 2019: 282-290 - [c347]Jingru Yi, Pengxiang Wu, Qiaoying Huang, Hui Qu, Bo Liu, Daniel J. Hoeppner, Dimitris N. Metaxas:
Multi-scale Cell Instance Segmentation with Keypoint Graph Based Bounding Boxes. MICCAI (1) 2019: 369-377 - [c346]Hui Qu, Zhennan Yan, Gregory M. Riedlinger, Subhajyoti De, Dimitris N. Metaxas:
Improving Nuclei/Gland Instance Segmentation in Histopathology Images by Full Resolution Neural Network and Spatial Constrained Loss. MICCAI (1) 2019: 378-386 - [c345]Qiaoying Huang, Dong Yang, Hui Qu, Jingru Yi, Pengxiang Wu, Dimitris N. Metaxas:
Dynamic MRI Reconstruction with Motion-Guided Network. MIDL 2019: 275-284 - [c344]Hui Qu, Pengxiang Wu, Qiaoying Huang, Jingru Yi, Gregory M. Riedlinger, Subhajyoti De, Dimitris N. Metaxas:
Weakly Supervised Deep Nuclei Segmentation using Points Annotation in Histopathology Images. MIDL 2019: 390-400 - [c343]Yu Tian, Long Zhao, Xi Peng, Dimitris N. Metaxas:
Rethinking Kernel Methods for Node Representation Learning on Graphs. NeurIPS 2019: 11681-11692 - [i39]Xiaoxiao He, Chaowei Tan, Yuting Qiao, Virak Tan, Dimitris N. Metaxas, Kang Li:
Effective 3D Humerus and Scapula Extraction using Low-contrast and High-shape-variability MR Data. CoRR abs/1902.08527 (2019) - [i38]Long Zhao, Xi Peng, Yu Tian, Mubbasir Kapadia, Dimitris N. Metaxas:
Semantic Graph Convolutional Networks for 3D Human Pose Regression. CoRR abs/1904.03345 (2019) - [i37]Shijie Geng, Ji Zhang, Hang Zhang, Ahmed Elgammal, Dimitris N. Metaxas:
2nd Place Solution to the GQA Challenge 2019. CoRR abs/1907.06794 (2019) - [i36]Yuxiao Chen, Long Zhao, Xi Peng, Jianbo Yuan, Dimitris N. Metaxas:
Construct Dynamic Graphs for Hand Gesture Recognition via Spatial-Temporal Attention. CoRR abs/1907.08871 (2019) - [i35]Jingru Yi, Pengxiang Wu, Qiaoying Huang, Hui Qu, Bo Liu, Daniel J. Hoeppner, Dimitris N. Metaxas:
Multi-scale Cell Instance Segmentation with Keypoint Graph based Bounding Boxes. CoRR abs/1907.09140 (2019) - [i34]Ligong Han, Yang Zou, Ruijiang Gao, Lezi Wang, Dimitris N. Metaxas:
Unsupervised Domain Adaptation via Calibrating Uncertainties. CoRR abs/1907.11202 (2019) - [i33]Alireza Naghizadeh, Mohammadsajad Abavisani, Dimitris N. Metaxas:
Greedy AutoAugment. CoRR abs/1908.00704 (2019) - [i32]Chaowei Tan, Zhennan Yan, Shaoting Zhang, Kang Li, Dimitris N. Metaxas:
Collaborative Multi-agent Learning for MR Knee Articular Cartilage Segmentation. CoRR abs/1908.04469 (2019) - [i31]Jingru Yi, Pengxiang Wu, Dimitris N. Metaxas:
ASSD: Attentive Single Shot Multibox Detector. CoRR abs/1909.12456 (2019) - [i30]Yu Tian, Long Zhao, Xi Peng, Dimitris N. Metaxas:
Rethinking Kernel Methods for Node Representation Learning on Graphs. CoRR abs/1910.02548 (2019) - [i29]Jingru Yi, Hui Tang, Pengxiang Wu, Bo Liu, Daniel J. Hoeppner, Dimitris N. Metaxas, Lianyi Han, Wei Fan:
Object-Guided Instance Segmentation for Biological Images. CoRR abs/1911.09199 (2019) - [i28]Ligong Han, Ruijiang Gao, Mun Kim, Xin Tao, Bo Liu, Dimitris N. Metaxas:
Robust Conditional GAN from Uncertainty-Aware Pairwise Comparisons. CoRR abs/1911.09298 (2019) - [i27]Pengxiang Wu, Chao Chen, Jingru Yi, Dimitris N. Metaxas:
Point Cloud Processing via Recurrent Set Encoding. CoRR abs/1911.10729 (2019) - 2018
- [j115]Xi Peng, Shaoting Zhang, Yang Yu, Dimitris N. Metaxas:
Toward Personalized Modeling: Incremental and Ensemble Alignment for Sequential Faces in the Wild. Int. J. Comput. Vis. 126(2-4): 184-197 (2018) - [j114]Xi Peng, Rogério Schmidt Feris, Xiaoyu Wang, Dimitris N. Metaxas:
RED-Net: A Recurrent Encoder-Decoder Network for Video-Based Face Alignment. Int. J. Comput. Vis. 126(10): 1103-1119 (2018) - [j113]Elena Bernardis, Yong Zhang, Ender Konukoglu, Yangming Ou, Harold S. Javitz, Leon Axel, Dimitris N. Metaxas, Benoit Desjardins, Kilian M. Pohl:
eCurves: A Temporal Shape Encoding. IEEE Trans. Biomed. Eng. 65(4): 733-744 (2018) - [c342]Zhiqiang Tang, Xi Peng, Shijie Geng, Yizhe Zhu, Dimitris N. Metaxas:
CU-Net: Coupled U-Nets. BMVC 2018: 305 - [c341]Xi Peng, Zhiqiang Tang, Fei Yang, Rogério Schmidt Feris, Dimitris N. Metaxas:
Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation. CVPR 2018: 2226-2234 - [c340]Hareesh Ravi, Lezi Wang, Carlos Muñiz, Leonid Sigal, Dimitris N. Metaxas, Mubbasir Kapadia:
Show Me a Story: Towards Coherent Neural Story Illustration. CVPR 2018: 7613-7621 - [c339]Zhiqiang Tang, Xi Peng, Shijie Geng, Lingfei Wu, Shaoting Zhang, Dimitris N. Metaxas:
Quantized Densely Connected U-Nets for Efficient Landmark Localization. ECCV (3) 2018: 348-364 - [c338]Jingru Yi, Pengxiang Wu, Menglin Jiang, Daniel J. Hoeppner, Dimitris N. Metaxas:
Instance Segmentation of Neural Cells. ECCV Workshops (6) 2018: 395-402 - [c337]Long Zhao, Xi Peng, Yu Tian, Mubbasir Kapadia, Dimitris N. Metaxas:
Learning to Forecast and Refine Residual Motion for Image-to-Video Generation. ECCV (15) 2018: 403-419 - [c336]Rahil Mehrizi, Xi Peng, Zhiqiang Tang, Xu Xu, Dimitris N. Metaxas, Kang Li:
Toward Marker-Free 3D Pose Estimation in Lifting: A Deep Multi-View Solution. FG 2018: 485-491 - [c335]Tim Salimans, Han Zhang, Alec Radford, Dimitris N. Metaxas:
Improving GANs Using Optimal Transport. ICLR (Poster) 2018 - [c334]Yu Tian, Xi Peng, Long Zhao, Shaoting Zhang, Dimitris N. Metaxas:
CR-GAN: Learning Complete Representations for Multi-view Generation. IJCAI 2018: 942-948 - [c333]Jingru Yi, Pengxiang Wu, Daniel J. Hoeppner, Dimitris N. Metaxas:
Pixel-wise neural cell instance segmentation. ISBI 2018: 373-377 - [c332]Dong Yang, Qiaoying Huang, Leon Axel, Dimitris N. Metaxas:
Multi-component deformable models coupled with 2D-3D U-Net for automated probabilistic segmentation of cardiac walls and blood. ISBI 2018: 479-483 - [c331]Chaowei Tan, Liang Zhao, Zhennan Yan, Kang Li, Dimitris N. Metaxas, Yiqiang Zhan:
Deep multi-task and task-specific feature learning network for robust shape preserved organ segmentation. ISBI 2018: 1221-1224 - [c330]Dimitris N. Metaxas, Mark Dilsizian, Carol Neidle:
Linguistically-driven Framework for Computationally Efficient and Scalable Sign Recognition. LREC 2018 - [c329]Dong Yang, Bo Liu, Leon Axel, Dimitris N. Metaxas:
3D LV Probabilistic Segmentation in Cardiac MRI Using Generative Adversarial Network. STACOM@MICCAI 2018: 181-190 - [i26]Xi Peng, Rogério Schmidt Feris, Xiaoyu Wang, Dimitris N. Metaxas:
RED-Net: A Recurrent Encoder-Decoder Network for Video-based Face Alignment. CoRR abs/1801.06066 (2018) - [i25]Rahil Mehrizi, Xi Peng, Zhiqiang Tang, Xu Xu, Dimitris N. Metaxas, Kang Li:
Toward Marker-free 3D Pose Estimation in Lifting: A Deep Multi-view Solution. CoRR abs/1802.01741 (2018) - [i24]Zachary A. Daniels, Dimitris N. Metaxas:
Scenarios: A New Representation for Complex Scene Understanding. CoRR abs/1802.06117 (2018) - [i23]Tim Salimans, Han Zhang, Alec Radford, Dimitris N. Metaxas:
Improving GANs Using Optimal Transport. CoRR abs/1803.05573 (2018) - [i22]Han Zhang, Ian J. Goodfellow, Dimitris N. Metaxas, Augustus Odena:
Self-Attention Generative Adversarial Networks. CoRR abs/1805.08318 (2018) - [i21]Xi Peng, Zhiqiang Tang, Fei Yang, Rogério Schmidt Feris, Dimitris N. Metaxas:
Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation. CoRR abs/1805.09707 (2018) - [i20]Yu Tian, Xi Peng, Long Zhao, Shaoting Zhang, Dimitris N. Metaxas:
CR-GAN: Learning Complete Representations for Multi-view Generation. CoRR abs/1806.11191 (2018) - [i19]Long Zhao, Xi Peng, Yu Tian, Mubbasir Kapadia, Dimitris N. Metaxas:
Learning to Forecast and Refine Residual Motion for Image-to-Video Generation. CoRR abs/1807.09951 (2018) - [i18]Zhiqiang Tang, Xi Peng, Shijie Geng, Lingfei Wu, Shaoting Zhang, Dimitris N. Metaxas:
Quantized Densely Connected U-Nets for Efficient Landmark Localization. CoRR abs/1808.02194 (2018) - [i17]Zhiqiang Tang, Xi Peng, Shijie Geng, Yizhe Zhu, Dimitris N. Metaxas:
CU-Net: Coupled U-Nets. CoRR abs/1808.06521 (2018) - [i16]Qiaoying Huang, Dong Yang, Pengxiang Wu, Hui Qu, Jingru Yi, Dimitris N. Metaxas:
MRI Reconstruction via Cascaded Channel-wise Attention Network. CoRR abs/1810.08229 (2018) - 2017
- [j112]Chaowei Tan, Kang Li, Zhennan Yan, Jingru Yi, Pengxiang Wu, Hui Jing Yu, Klaus Engelke, Dimitris N. Metaxas:
Towards large-scale MR thigh image analysis via an integrated quantification framework. Neurocomputing 229: 63-76 (2017) - [j111]Soheil Ghafurian, Ilker Hacihaliloglu, Dimitris N. Metaxas, Virak Tan, Kang Li:
A computationally efficient 3D/2D registration method based on image gradient direction probability density function. Neurocomputing 229: 100-108 (2017) - [j110]Jingjing Liu, Shaoting Zhang, Wei Liu, Cheng Deng, Yuanjie Zheng, Dimitris N. Metaxas:
Scalable Mammogram Retrieval Using Composite Anchor Graph Hashing With Iterative Quantization. IEEE Trans. Circuits Syst. Video Technol. 27(11): 2450-2460 (2017) - [j109]Bo Liu, Xiao-Tong Yuan, Yang Yu, Qingshan Liu, Dimitris N. Metaxas:
Parallel Sparse Subspace Clustering via Joint Sample and Parameter Blockwise Partition. ACM Trans. Embed. Comput. Syst. 16(3): 75:1-75:17 (2017) - [c328]Zachary Alan Daniels, Dimitris N. Metaxas:
Addressing Imbalance in Multi-Label Classification Using Structured Hellinger Forests. AAAI 2017: 1826-1832 - [c327]Chao Chen, Dimitris N. Metaxas, Yusu Wang, Pengxiang Wu:
Cardiac Trabeculae Segmentation: an Application of Computational Topology (Multimedia Contribution). SoCG 2017: 65:1-65:4 - [c326]Jingru Yi, Pengxiang Wu, Daniel J. Hoeppner, Dimitris N. Metaxas:
Fast Neural Cell Detection Using Light-Weight SSD Neural Network. CVPR Workshops 2017: 860-864 - [c325]Yan Zhu, Yuandong Tian, Dimitris N. Metaxas, Piotr Dollár:
Semantic Amodal Segmentation. CVPR 2017: 3001-3009 - [c324]Neeru Narang, Michael Martin, Dimitris N. Metaxas, Thirimachos Bourlai:
Learning Deep Features for Hierarchical Classification of Mobile Phone Face Datasets in Heterogeneous Environments. FG 2017: 186-193 - [c323]Lezi Wang, Xiang Yu, Dimitris N. Metaxas:
A Coupled Encoder-Decoder Network for Joint Face Detection and Landmark Localization. FG 2017: 251-257 - [c322]Dong Yang, Pengxiang Wu, Chaowei Tan, Kilian M. Pohl, Leon Axel, Dimitris N. Metaxas:
3D Motion Modeling and Reconstruction of Left Ventricle Wall in Cardiac MRI. FIMH 2017: 481-492 - [c321]Xi Peng, Xiang Yu, Kihyuk Sohn, Dimitris N. Metaxas, Manmohan Chandraker:
Reconstruction-Based Disentanglement for Pose-Invariant Face Recognition. ICCV 2017: 1632-1641 - [c320]Bo Liu, Xiao-Tong Yuan, Lezi Wang, Qingshan Liu, Dimitris N. Metaxas:
Dual Iterative Hard Thresholding: From Non-convex Sparse Minimization to Non-smooth Concave Maximization. ICML 2017: 2179-2187 - [c319]Pengxiang Wu, Chao Chen, Yusu Wang, Shaoting Zhang, Changhe Yuan, Zhen Qian, Dimitris N. Metaxas, Leon Axel:
Optimal Topological Cycles and Their Application in Cardiac Trabeculae Restoration. IPMI 2017: 80-92 - [c318]Dong Yang, Tao Xiong, Daguang Xu, Qiangui Huang, David Liu, Shaohua Kevin Zhou, Zhoubing Xu, Jin Hyeong Park, Mingqing Chen, Trac D. Tran, Sang Peter Chin, Dimitris N. Metaxas, Dorin Comaniciu:
Automatic Vertebra Labeling in Large-Scale 3D CT Using Deep Image-to-Image Network with Message Passing and Sparsity Regularization. IPMI 2017: 633-644 - [c317]Dong Yang, Tao Xiong, Daguang Xu, Shaohua Kevin Zhou, Zhoubing Xu, Mingqing Chen, Jin Hyeong Park, Sasa Grbic, Trac D. Tran, Sang Peter Chin, Dimitris N. Metaxas, Dorin Comaniciu:
Deep Image-to-Image Recurrent Network with Shape Basis Learning for Automatic Vertebra Labeling in Large-Scale 3D CT Volumes. MICCAI (3) 2017: 498-506 - [c316]Dong Yang, Daguang Xu, Shaohua Kevin Zhou, Bogdan Georgescu, Mingqing Chen, Sasa Grbic, Dimitris N. Metaxas, Dorin Comaniciu:
Automatic Liver Segmentation Using an Adversarial Image-to-Image Network. MICCAI (3) 2017: 507-515 - [c315]Soheil Ghafurian, Ilker Hacihaliloglu, Dimitris N. Metaxas, Virak Tan, Kang Li:
3D/2D image registration method for joint motion analysis using low-quality images from mini C-arm machines. Image-Guided Procedures 2017: 101350B - [p5]Judee K. Burgoon, Dimitris N. Metaxas, Thirimachos Bourlai, Aaron Elkins:
Social Signals of Deception and Dishonesty. Social Signal Processing 2017: 404-428 - [p4]Zhennan Yan, Yiqiang Zhan, Shaoting Zhang, Dimitris N. Metaxas, Xiang Sean Zhou:
Multi-Instance Multi-Stage Deep Learning for Medical Image Recognition. Deep Learning for Medical Image Analysis 2017: 83-104 - [e10]Henning Müller, B. Michael Kelm, Tal Arbel, Weidong Cai, Manual Jorge Cardoso, Georg Langs, Bjoern H. Menze, Dimitris N. Metaxas, Albert Montillo, William M. Wells III, Shaoting Zhang, Albert C. S. Chung, Mark Jenkinson, Annemie Ribbens:
Medical Computer Vision and Bayesian and Graphical Models for Biomedical Imaging - MICCAI 2016 International Workshops, MCV and BAMBI, Athens, Greece, October 21, 2016, Revised Selected Papers. Lecture Notes in Computer Science 10081, Springer 2017, ISBN 978-3-319-61187-7 [contents] - [i15]Xi Peng, Xiang Yu, Kihyuk Sohn, Dimitris N. Metaxas, Manmohan Chandraker:
Reconstruction for Feature Disentanglement in Pose-invariant Face Recognition. CoRR abs/1702.03041 (2017) - [i14]Bo Liu, Xiao-Tong Yuan, Lezi Wang, Qingshan Liu, Dimitris N. Metaxas:
Dual Iterative Hard Thresholding: From Non-convex Sparse Minimization to Non-smooth Concave Maximization. CoRR abs/1703.00119 (2017) - [i13]Long Zhao, Fangda Han, Mubbasir Kapadia, Vladimir Pavlovic, Dimitris N. Metaxas:
Sketch-based Face Editing in Video Using Identity Deformation Transfer. CoRR abs/1703.08738 (2017) - [i12]Dong Yang, Tao Xiong, Daguang Xu, Qiangui Huang, David Liu, Shaohua Kevin Zhou, Zhoubing Xu, Jin Hyeong Park, Mingqing Chen, Trac D. Tran, Sang Peter Chin, Dimitris N. Metaxas, Dorin Comaniciu:
Automatic Vertebra Labeling in Large-Scale 3D CT using Deep Image-to-Image Network with Message Passing and Sparsity Regularization. CoRR abs/1705.05998 (2017) - [i11]Dong Yang, Daguang Xu, Shaohua Kevin Zhou, Bogdan Georgescu, Mingqing Chen, Sasa Grbic, Dimitris N. Metaxas, Dorin Comaniciu:
Automatic Liver Segmentation Using an Adversarial Image-to-Image Network. CoRR abs/1707.08037 (2017) - [i10]Han Zhang, Tao Xu, Hongsheng Li, Shaoting Zhang, Xiaogang Wang, Xiaolei Huang, Dimitris N. Metaxas:
StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks. CoRR abs/1710.10916 (2017) - [i9]Yan Zhu, Shaoting Zhang, Dimitris N. Metaxas:
Interactive Reinforcement Learning for Object Grounding via Self-Talking. CoRR abs/1712.00576 (2017) - 2016
- [j108]Chaowei Tan, Kang Li, Zhennan Yan, Dong Yang, Shaoting Zhang, Hui Jing Yu, Klaus Engelke, Colin Miller, Dimitris N. Metaxas:
A detection-driven and sparsity-constrained deformable model for fascia lata labeling and thigh inter-muscular adipose quantification. Comput. Vis. Image Underst. 151: 80-89 (2016) - [j107]Jingjing Liu, Chao Chen, Yan Zhu, Wei Liu, Dimitris N. Metaxas:
Video Classification via Weakly Supervised Sequence Modeling. Comput. Vis. Image Underst. 152: 79-87 (2016) - [j106]Mustafa Gökhan Uzunbas, Chao Chen, Dimitris N. Metaxas:
An efficient conditional random field approach for automatic and interactive neuron segmentation. Medical Image Anal. 27: 31-44 (2016) - [j105]Shaoting Zhang, Dimitris N. Metaxas:
Large-Scale medical image analytics: Recent methodologies, applications and Future directions. Medical Image Anal. 33: 98-101 (2016) - [j104]Menglin Jiang, Shaoting Zhang, Junzhou Huang, Lin Yang, Dimitris N. Metaxas:
Scalable histopathological image analysis via supervised hashing with multiple features. Medical Image Anal. 34: 3-12 (2016) - [j103]Xiang Yu, Junzhou Huang, Shaoting Zhang, Dimitris N. Metaxas:
Face Landmark Fitting via Optimized Part Mixtures and Cascaded Deformable Model. IEEE Trans. Pattern Anal. Mach. Intell. 38(11): 2212-2226 (2016) - [j102]Zhennan Yan, Yiqiang Zhan, Zhigang Peng, Shu Liao, Yoshihisa Shinagawa, Shaoting Zhang, Dimitris N. Metaxas, Xiang Sean Zhou:
Multi-Instance Deep Learning: Discover Discriminative Local Anatomies for Bodypart Recognition. IEEE Trans. Medical Imaging 35(5): 1332-1343 (2016) - [c314]Bo Liu, Xiao-Tong Yuan, Yang Yu, Qingshan Liu, Dimitris N. Metaxas:
Decentralized Robust Subspace Clustering. AAAI 2016: 3539-3545 - [c313]Jingjing Liu, Shaoting Zhang, Shu Wang, Dimitris N. Metaxas:
Multispectral Deep Neural Networks for Pedestrian Detection. BMVC 2016 - [c312]Xi Peng, Qiong Hu, Junzhou Huang, Dimitris N. Metaxas:
Track Facial Points in Unconstrained Videos. BMVC 2016 - [c311]Han Zhang, Tao Xu, Mohamed Elhoseiny, Xiaolei Huang, Shaoting Zhang, Ahmed M. Elgammal, Dimitris N. Metaxas:
SPDA-CNN: Unifying Semantic Part Detection and Abstraction for Fine-Grained Recognition. CVPR 2016: 1143-1152 - [c310]Xi Peng, Junzhou Huang, Dimitris N. Metaxas:
Sequential Face Alignment via Person-Specific Modeling in the Wild. CVPR Workshops 2016: 1558-1567 - [c309]Xi Peng, Rogério Schmidt Feris, Xiaoyu Wang, Dimitris N. Metaxas:
A Recurrent Encoder-Decoder Network for Sequential Face Alignment. ECCV (1) 2016: 38-56 - [c308]Bo Liu, Xiao-Tong Yuan, Shaoting Zhang, Qingshan Liu, Dimitris N. Metaxas:
Efficient k-Support-Norm Regularized Minimization via Fully Corrective Frank-Wolfe Method. IJCAI 2016: 1760-1766 - [c307]Xiang Yu, Zhe Lin, Shaoting Zhang, Dimitris N. Metaxas:
Nonlinear Hierarchical Part-Based Regression for Unconstrained Face Alignment. IJCAI 2016: 2711-2717 - [c306]Shu Wang, Shaoting Zhang, Wei Liu, Dimitris N. Metaxas:
Visual Tracking with Reliable Memories. IJCAI 2016: 3491-3497 - [c305]Polina Yanovich, Carol Neidle, Dimitris N. Metaxas:
Detection of Major ASL Sign Types in Continuous Signing For ASL Recognition. LREC 2016 - [c304]Menglin Jiang, Shaoting Zhang, Yuanjie Zheng, Dimitris N. Metaxas:
Mammographic Mass Segmentation with Online Learned Shape and Appearance Priors. MICCAI (2) 2016: 35-43 - [c303]Tao Xu, Han Zhang, Xiaolei Huang, Shaoting Zhang, Dimitris N. Metaxas:
Multimodal Deep Learning for Cervical Dysplasia Diagnosis. MICCAI (2) 2016: 115-123 - [c302]Soheil Ghafurian, Dimitris N. Metaxas, Virak Tan, Kang Li:
Fast generation of digitally reconstructed radiograph through an efficient preprocessing of ray attenuation values. Image-Guided Procedures 2016: 97860C - [c301]Jingjing Liu, Quanfu Fan, Sharath Pankanti, Dimitris N. Metaxas:
People detection in crowded scenes by context-driven label propagation. WACV 2016: 1-9 - [c300]Xiang Yu, Jianchao Yang, Linjie Luo, Wilmot Li, Jonathan Brandt, Dimitris N. Metaxas:
Customized expression recognition for performance-driven cutout character animation. WACV 2016: 1-9 - [e9]Bjoern H. Menze, Georg Langs, Albert Montillo, B. Michael Kelm, Henning Müller, Shaoting Zhang, Tom Weidong Cai, Dimitris N. Metaxas:
Medical Computer Vision: Algorithms for Big Data - International Workshop, MCV 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 9, 2015, Revised Selected Papers. Lecture Notes in Computer Science 9601, Springer 2016, ISBN 978-3-319-42015-8 [contents] - [i8]Shu Wang, Shaoting Zhang, Wei Liu, Dimitris N. Metaxas:
Visual Tracking via Reliable Memories. CoRR abs/1602.01887 (2016) - [i7]Xi Peng, Rogério Schmidt Feris, Xiaoyu Wang, Dimitris N. Metaxas:
A Recurrent Encoder-Decoder Network for Sequential Face Alignment. CoRR abs/1608.05477 (2016) - [i6]Xi Peng, Qiong Hu, Junzhou Huang, Dimitris N. Metaxas:
Track Facial Points in Unconstrained Videos. CoRR abs/1609.02825 (2016) - [i5]Jingjing Liu, Shaoting Zhang, Shu Wang, Dimitris N. Metaxas:
Multispectral Deep Neural Networks for Pedestrian Detection. CoRR abs/1611.02644 (2016) - [i4]Han Zhang, Tao Xu, Hongsheng Li, Shaoting Zhang, Xiaolei Huang, Xiaogang Wang, Dimitris N. Metaxas:
StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks. CoRR abs/1612.03242 (2016) - 2015
- [j101]Arjun Jain, Chao Chen, Thorsten Thormählen, Dimitris N. Metaxas, Hans-Peter Seidel:
Multi-layer stencil creation from images. Comput. Graph. 48: 11-22 (2015) - [j100]Zhennan Yan, Shaoting Zhang, Chaowei Tan, Hongxing Qin, Boubakeur Belaroussi, Hui Jing Yu, Colin Miller, Dimitris N. Metaxas:
Atlas-based liver segmentation and hepatic fat-fraction assessment for clinical trials. Comput. Medical Imaging Graph. 41: 80-92 (2015) - [j99]Ruogu Fang, Tsuhan Chen, Dimitris N. Metaxas, Pina C. Sanelli, Shaoting Zhang:
Sparsity techniques in medical imaging. Comput. Medical Imaging Graph. 46: 1 (2015) - [j98]Xi Peng, Junzhou Huang, Qiong Hu, Shaoting Zhang, Ahmed M. Elgammal, Dimitris N. Metaxas:
From circle to 3-sphere: Head pose estimation by instance parameterization. Comput. Vis. Image Underst. 136: 92-102 (2015) - [j97]Yang Yu, Shaoting Zhang, Fei Yang, Dimitris N. Metaxas:
Multi-Pose and Occluded Facial Landmark Localization Via Sparse Shape Representation. Int. J. Artif. Intell. Tools 24(4): 1540019:1-1540019:15 (2015) - [j96]Lin Zhong, Minwoo Park, Dimitris N. Metaxas:
Automatic stereoscopic video generation based on virtual view synthesis. Neurocomputing 151: 654-662 (2015) - [j95]Guotai Wang, Shaoting Zhang, Hongzhi Xie, Dimitris N. Metaxas, Lixu Gu:
A homotopy-based sparse representation for fast and accurate shape prior modeling in liver surgical planning. Medical Image Anal. 19(1): 176-186 (2015) - [j94]Shaoting Zhang, Ming Yang, Timothée Cour, Kai Yu, Dimitris N. Metaxas:
Query Specific Rank Fusion for Image Retrieval. IEEE Trans. Pattern Anal. Mach. Intell. 37(4): 803-815 (2015) - [j93]Menglin Jiang, Shaoting Zhang, Hongsheng Li, Dimitris N. Metaxas:
Computer-Aided Diagnosis of Mammographic Masses Using Scalable Image Retrieval. IEEE Trans. Biomed. Eng. 62(2): 783-792 (2015) - [j92]Xiang Yu, Shaoting Zhang, Zhennan Yan, Fei Yang, Junzhou Huang, Norah E. Dunbar, Matthew L. Jensen, Judee K. Burgoon, Dimitris N. Metaxas:
Is Interactional Dissynchrony a Clue to Deception? Insights From Automated Analysis of Nonverbal Visual Cues. IEEE Trans. Cybern. 45(3): 506-520 (2015) - [j91]Lin Zhong, Qingshan Liu, Peng Yang, Junzhou Huang, Dimitris N. Metaxas:
Learning Multiscale Active Facial Patches for Expression Analysis. IEEE Trans. Cybern. 45(8): 1499-1510 (2015) - [j90]Joseph Roth, Xiaoming Liu, Arun Ross, Dimitris N. Metaxas:
Investigating the Discriminative Power of Keystroke Sound. IEEE Trans. Inf. Forensics Secur. 10(2): 333-345 (2015) - [c299]Xi Peng, Junzhou Huang, Qiong Hu, Shaoting Zhang, Dimitris N. Metaxas:
Three-dimensional head pose estimation in-the-wild. FG 2015: 1-6 - [c298]Xi Peng, Shaoting Zhang, Yu Yang, Dimitris N. Metaxas:
PIEFA: Personalized Incremental and Ensemble Face Alignment. ICCV 2015: 3880-3888 - [c297]Zhennan Yan, Yiqiang Zhan, Zhigang Peng, Shu Liao, Yoshihisa Shinagawa, Dimitris N. Metaxas, Xiang Sean Zhou:
Bodypart Recognition Using Multi-stage Deep Learning. IPMI 2015: 449-461 - [c296]Dong Yang, Shaoting Zhang, Zhennan Yan, Chaowei Tan, Kang Li, Dimitris N. Metaxas:
Automated anatomical landmark detection ondistal femur surface using convolutional neural network. ISBI 2015: 17-21 - [c295]Menglin Jiang, Shaoting Zhang, Ruogu Fang, Dimitris N. Metaxas:
Leveraging coupled multi-index for scalable retrieval of mammographic masses. ISBI 2015: 276-280 - [c294]Scott Kulp, Chao Chen, Dimitris N. Metaxas, Leon Axel:
Ventricular blood flow analysis using topological methods. ISBI 2015: 663-666 - [c293]Chaowei Tan, Zhennan Yan, Dong Yang, Kang Li, Hui Jing Yu, Klaus Engelke, Colin Miller, Dimitris N. Metaxas:
Accurate thigh inter-muscular adipose quantification using a data-driven and sparsity-constrained deformable model. ISBI 2015: 1130-1134 - [c292]Henning Müller, Bjoern H. Menze, Georg Langs, Albert Montillo, B. Michael Kelm, Shaoting Zhang, Weidong Cai, Dimitris N. Metaxas:
Overview of the 2015 Workshop on Medical Computer Vision - Algorithms for Big Data (MCV 2015). MCV@MICCAI 2015: 3-9 - [c291]Chaowei Tan, Zhennan Yan, Kang Li, Dimitris N. Metaxas, Shaoting Zhang:
Laplacian Shape Editing with Local Patch Based Force Field for Interactive Segmentation. Patch-MI@MICCAI 2015: 95-103 - [c290]Yang Yu, Zhennan Yan, Li Feng, Dimitris N. Metaxas, Leon Axel:
Calibrationless Parallel Dynamic MRI with Joint Temporal Sparsity. MCV@MICCAI 2015: 95-102 - [c289]Menglin Jiang, Shaoting Zhang, Junzhou Huang, Lin Yang, Dimitris N. Metaxas:
Joint Kernel-Based Supervised Hashing for Scalable Histopathological Image Analysis. MICCAI (3) 2015: 366-373 - [c288]Soheil Ghafurian, Ilker Hacihaliloglu, Dimitris N. Metaxas, Virak Tan, Kang Li:
3D/2D image registration using weighted histogram of gradient directions. Image-Guided Procedures 2015: 94151Z - [i3]Yan Zhu, Yuandong Tian, Dimitris N. Metaxas, Piotr Dollár:
Semantic Amodal Segmentation. CoRR abs/1509.01329 (2015) - 2014
- [j89]Jingjing Liu, Bo Liu, Shaoting Zhang, Fei Yang, Peng Yang, Dimitris N. Metaxas, Carol Neidle:
Non-manual grammatical marker recognition based on multi-scale, spatio-temporal analysis of head pose and facial expressions. Image Vis. Comput. 32(10): 671-681 (2014) - [j88]Dimitris N. Metaxas, Leon Axel:
Preface. Medical Image Anal. 18(6): 819 (2014) - [j87]Yang Yu, Shaoting Zhang, Kang Li, Dimitris N. Metaxas, Leon Axel:
Deformable models with sparsity constraints for cardiac motion analysis. Medical Image Anal. 18(6): 927-937 (2014) - [j86]Christophe Restif, Carolina Ibáñez-Ventoso, Mehul Nalin Vora, Suzhen Guo, Dimitris N. Metaxas, Monica Driscoll:
CeleST: Computer Vision Software for Quantitative Analysis of C. elegans Swim Behavior Reveals Novel Features of Locomotion. PLoS Comput. Biol. 10(7) (2014) - [j85]Joseph Roth, Xiaoming Liu, Dimitris N. Metaxas:
On Continuous User Authentication via Typing Behavior. IEEE Trans. Image Process. 23(10): 4611-4624 (2014) - [c287]Xiang Yu, Zhe Lin, Jonathan Brandt, Dimitris N. Metaxas:
Consensus of Regression for Occlusion-Robust Facial Feature Localization. ECCV (4) 2014: 105-118 - [c286]Qiong Hu, Xi Peng, Peng Yang, Fei Yang, Dimitris N. Metaxas:
Robust Multi-pose Facial Expression Recognition. ICPR 2014: 1782-1787 - [c285]Xi Peng, Junzhou Huang, Qiong Hu, Shaoting Zhang, Dimitris N. Metaxas:
Head Pose Estimation by Instance Parameterization. ICPR 2014: 1800-1805 - [c284]Chaowei Tan, Zhennan Yan, Shaoting Zhang, Boubakeur Belaroussi, Hui Jing Yu, Colin Miller, Dimitris N. Metaxas:
An Automated and Robust Framework for Quantification of Muscle and Fat in the Thigh. ICPR 2014: 3173-3178 - [c283]Zhennan Yan, Chaowei Tan, Shaoting Zhang, Yan Zhou, Boubakeur Belaroussi, Hui Jing Yu, Colin Miller, Dimitris N. Metaxas:
Automatic Liver Segmentation and Hepatic Fat Fraction Assessment in MRI. ICPR 2014: 3280-3285 - [c282]Jinghao Zhou, Giovanni Lasio, Baoshe Zhang, Karl Prado, Warren D. D'Souza, Zhennan Yan, Dimitris N. Metaxas:
Efficient deformable model with sparse shape composition prior on compromised right lung segmentation in CT. ICSAI 2014: 764-768 - [c281]Mingchen Gao, Yiqiang Zhan, Gerardo Hermosillo Valadez, Yoshihisa Shinagawa, Dimitris N. Metaxas, Xiang Sean Zhou:
Saliency-based rotation invariant descriptor for wrist detection in whole body CT images. ISBI 2014: 117-120 - [c280]Dong Hye Ye, Benoit Desjardins, Victor Ferrari, Dimitris N. Metaxas, Kilian M. Pohl:
Auto-encoding of discriminating morphometry from cardiac MRI. ISBI 2014: 217-221 - [c279]Han Zhang, Shaoting Zhang, Kang Li, Dimitris N. Metaxas:
Robust shape prior modeling based on Gaussian-Bernoulli restricted Boltzmann Machine. ISBI 2014: 270-273 - [c278]Mingchen Gao, Chao Chen, Shaoting Zhang, Zhen Qian, Mani Vannan, Sarah Rinehart, Dimitris N. Metaxas, Leon Axel:
Morphological analysis of the papillary muscles and the trabeculae. ISBI 2014: 373-376 - [c277]Jingjing Liu, Shaoting Zhang, Wei Liu, Xiaofan Zhang, Dimitris N. Metaxas:
Scalable mammogram retrieval using Anchor Graph Hashing. ISBI 2014: 898-901 - [c276]Scott Kulp, Zhen Qian, Mani Vannan, Sarah Rinehart, Dimitris N. Metaxas:
Patient-specific aortic valve blood flow simulations. ISBI 2014: 939-942 - [c275]Menglin Jiang, Shaoting Zhang, Jingjing Liu, Tian Shen, Dimitris N. Metaxas:
Computer-aided diagnosis of mammographic masses using vocabulary tree-based image retrieval. ISBI 2014: 1123-1126 - [c274]Mark Dilsizian, Polina Yanovich, Shu Wang, Carol Neidle, Dimitris N. Metaxas:
A New Framework for Sign Language Recognition based on 3D Handshape Identification and Linguistic Modeling. LREC 2014: 1924-1929 - [c273]Bo Liu, Jingjing Liu, Xiang Yu, Dimitris N. Metaxas, Carol Neidle:
3D Face Tracking and Multi-Scale, Spatio-temporal Analysis of Linguistically Significant Facial Expressions and Head Positions in ASL. LREC 2014: 4512-4518 - [c272]Henning Müller, Bjoern H. Menze, Georg Langs, Albert Montillo, B. Michael Kelm, Shaoting Zhang, Tom Weidong Cai, Dimitris N. Metaxas:
Overview of the 2014 Workshop on Medical Computer Vision - Algorithms for Big Data (MCV 2014). MCV 2014: 3-10 - [c271]Menglin Jiang, Shaoting Zhang, Dimitris N. Metaxas:
Detection of Mammographic Masses by Content-Based Image Retrieval. MLMI 2014: 33-41 - [c270]Mustafa Gökhan Uzunbas, Chao Chen, Dimitris N. Metaxas:
Optree: A Learning-Based Adaptive Watershed Algorithm for Neuron Segmentation. MICCAI (1) 2014: 97-105 - [c269]Yan Zhu, Shaoting Zhang, Wei Liu, Dimitris N. Metaxas:
Scalable Histopathological Image Analysis via Active Learning. MICCAI (3) 2014: 369-376 - [c268]Chao Chen, Han Liu, Dimitris N. Metaxas, Tianqi Zhao:
Mode Estimation for High Dimensional Discrete Tree Graphical Models. NIPS 2014: 1323-1331 - [e8]Bjoern H. Menze, Georg Langs, Albert Montillo, B. Michael Kelm, Henning Müller, Shaoting Zhang, Tom Weidong Cai, Dimitris N. Metaxas:
Medical Computer Vision: Algorithms for Big Data - International Workshop, MCV 2014, Held in Conjunction with MICCAI 2014, Cambridge, MA, USA, September 18, 2014, Revised Selected Papers. Lecture Notes in Computer Science 8848, Springer 2014, ISBN 978-3-319-13971-5 [contents] - 2013
- [j84]Shaoting Zhang, Yiqiang Zhan, Xinyi Cui, Mingchen Gao, Junzhou Huang, Dimitris N. Metaxas:
3D anatomical shape atlas construction using mesh quality preserved deformable models. Comput. Vis. Image Underst. 117(9): 1061-1071 (2013) - [j83]Shizhi Chen, Yingli Tian, Qingshan Liu, Dimitris N. Metaxas:
Recognizing expressions from face and body gesture by temporal normalized motion and appearance features. Image Vis. Comput. 31(2): 175-185 (2013) - [j82]Dimitris N. Metaxas, Shaoting Zhang:
A review of motion analysis methods for human Nonverbal Communication Computing. Image Vis. Comput. 31(6-7): 421-433 (2013) - [c267]Chao Chen, Vladimir Kolmogorov, Yan Zhu, Dimitris N. Metaxas, Christoph H. Lampert:
Computing the M Most Probable Modes of a Graphical Model. AISTATS 2013: 161-169 - [c266]Xiang Yu, Shaoting Zhang, Bo Liu, Lin Zhong, Dimitris N. Metaxas:
Large Scale Medical Image Search via Unsupervised PCA Hashing. CVPR Workshops 2013: 393-398 - [c265]Lin Zhong, Sunghyun Cho, Dimitris N. Metaxas, Sylvain Paris, Jue Wang:
Handling Noise in Single Image Deblurring Using Directional Filters. CVPR 2013: 612-619 - [c264]Jingjing Liu, Bo Liu, Shaoting Zhang, Fei Yang, Peng Yang, Dimitris N. Metaxas, Carol Neidle:
Recognizing eyebrow and periodic head gestures using CRFs for non-manual grammatical marker detection in ASL. FG 2013: 1-6 - [c263]Xiang Yu, Fei Yang, Junzhou Huang, Dimitris N. Metaxas:
Explicit occlusion detection based deformable fitting for facial landmark localization. FG 2013: 1-6 - [c262]Xiang Yu, Shaoting Zhang, Yang Yu, Norah E. Dunbar, Matthew L. Jensen, Judee K. Burgoon, Dimitris N. Metaxas:
Automated analysis of interactional synchrony using robust facial tracking and expression recognition. FG 2013: 1-6 - [c261]Joseph Roth, Xiaoming Liu, Arun Ross, Dimitris N. Metaxas:
Biometric authentication via keystroke sound. ICB 2013: 1-8 - [c260]Xiang Yu, Junzhou Huang, Shaoting Zhang, Wang Yan, Dimitris N. Metaxas:
Pose-Free Facial Landmark Fitting via Optimized Part Mixtures and Cascaded Deformable Shape Model. ICCV 2013: 1944-1951 - [c259]Fei Yang, Hong Jiang, Zuowei Shen, Wei Deng, Dimitris N. Metaxas:
Adaptive low rank and sparse decomposition of video using compressive sensing. ICIP 2013: 1016-1020 - [c258]Mingchen Gao, Chao Chen, Shaoting Zhang, Zhen Qian, Dimitris N. Metaxas, Leon Axel:
Segmenting the Papillary Muscles and the Trabeculae from High Resolution Cardiac CT through Restoration of Topological Handles. IPMI 2013: 184-195 - [c257]Yang Yu, Shaoting Zhang, Junzhou Huang, Dimitris N. Metaxas, Leon Axel:
Sparse Deformable Models with Application to Cardiac Motion Analysis. IPMI 2013: 208-219 - [c256]Mingchen Gao, Rui Shi, Shaoting Zhang, Wei Zeng, Zhen Qian, Xianfeng David Gu, Dimitris N. Metaxas, Leon Axel:
High resolution cardiac shape registration using Ricci flow. ISBI 2013: 488-491 - [c255]Lin Zhong, Shaoting Zhang, Mingchen Gao, Junzhou Huang, Zhen Qian, Dimitris N. Metaxas, Leon Axel:
Papillary muscles analysis from high resolution CT using spatial-temporal skeleton extraction. ISBI 2013: 820-823 - [c254]Scott Kulp, Mingchen Gao, Shaoting Zhang, Zhen Qian, Szilard Voros, Dimitris N. Metaxas, Leon Axel:
Practical patient-specific cardiac blood flow simulations using SPH. ISBI 2013: 832-835 - [c253]Yang Yu, Shaoting Zhang, Zhennan Yan, Song Chen, Rong Zhou, Dimitris N. Metaxas:
Mouse LV 3D motion and strain analysis using tagged MRI. ISBI 2013: 1190-1193 - [c252]Zhennan Yan, Shaoting Zhang, Xiaofeng Liu, Dimitris N. Metaxas, Albert Montillo:
Accurate segmentation of brain images into 34 structures combining a non-stationary adaptive statistical atlas and a multi-atlas with applications to Alzheimer'S disease. ISBI 2013: 1202-1205 - [c251]Yang Yu, Shaoting Zhang, Fei Yang, Dimitris N. Metaxas:
Localization of Multi-pose and Occluded Facial Features via Sparse Shape Representation. ISVC (1) 2013: 486-495 - [c250]Zhennan Yan, Shaoting Zhang, Xiaofeng Liu, Dimitris N. Metaxas, Albert Montillo:
Accurate Whole-Brain Segmentation for Alzheimer's Disease Combining an Adaptive Statistical Atlas and Multi-atlas. MCV 2013: 65-73 - [c249]Mustafa Gökhan Uzunbas, Chao Chen, Shaoting Zhang, Kilian M. Pohl, Kang Li, Dimitris N. Metaxas:
Collaborative Multi Organ Segmentation by Integrating Deformable and Graphical Models. MICCAI (2) 2013: 157-164 - [i2]Fei Yang, Hong Jiang, Zuowei Shen, Wei Deng, Dimitris N. Metaxas:
Adaptive low rank and sparse decomposition of video using compressive sensing. CoRR abs/1302.1610 (2013) - 2012
- [j81]Xinyi Cui, Qingshan Liu, Shaoting Zhang, Fei Yang, Dimitris N. Metaxas:
Temporal Spectral Residual for fast salient motion detection. Neurocomputing 86: 24-32 (2012) - [j80]Shaoting Zhang, Yiqiang Zhan, Maneesh Dewan, Junzhou Huang, Dimitris N. Metaxas, Xiang Sean Zhou:
Towards robust and effective shape modeling: Sparse shape composition. Medical Image Anal. 16(1): 265-277 (2012) - [j79]Shaoting Zhang, Yiqiang Zhan, Dimitris N. Metaxas:
Deformable segmentation via sparse representation and dictionary learning. Medical Image Anal. 16(7): 1385-1396 (2012) - [j78]Shaoting Zhang, Junzhou Huang, Hongsheng Li, Dimitris N. Metaxas:
Automatic Image Annotation and Retrieval Using Group Sparsity. IEEE Trans. Syst. Man Cybern. Part B 42(3): 838-849 (2012) - [c248]Fei Yang, Lubomir D. Bourdev, Eli Shechtman, Jue Wang, Dimitris N. Metaxas:
Facial expression editing in video using a temporally-smooth factorization. CVPR 2012: 861-868 - [c247]Lin Zhong, Qingshan Liu, Peng Yang, Bo Liu, Junzhou Huang, Dimitris N. Metaxas:
Learning active facial patches for expression analysis. CVPR 2012: 2562-2569 - [c246]Xinyi Cui, Junzhou Huang, Shaoting Zhang, Dimitris N. Metaxas:
Background Subtraction Using Low Rank and Group Sparsity Constraints. ECCV (1) 2012: 612-625 - [c245]Shaoting Zhang, Ming Yang, Timothée Cour, Kai Yu, Dimitris N. Metaxas:
Query Specific Fusion for Image Retrieval. ECCV (2) 2012: 660-673 - [c244]Xiaoxu Wang, Viorel Mihalef, Zhen Qian, Szilard Voros, Dimitris N. Metaxas:
3D cardiac motion reconstruction from CT data and tagged MRI. EMBC 2012: 4083-4086 - [c243]Fei Yang, Eli Shechtman, Jue Wang, Lubomir D. Bourdev, Dimitris N. Metaxas:
Face morphing using 3D-aware appearance optimization. Graphics Interface 2012: 93-99 - [c242]Fei Yang, Junzhou Huang, Xiang Yu, Xinyi Cui, Dimitris N. Metaxas:
Robust face tracking with a consumer depth camera. ICIP 2012: 561-564 - [c241]Fei Yang, Xiang Yu, Junzhou Huang, Peng Yang, Dimitris N. Metaxas:
Robust eyelid tracking for fatigue detection. ICIP 2012: 1829-1832 - [c240]Lingxun Meng, Laiyun Qing, Peng Yang, Jun Miao, Xilin Chen, Dimitris N. Metaxas:
Activity recognition based on semantic spatial relation. ICPR 2012: 609-612 - [c239]Xinyi Cui, Shaoting Zhang, Junzhou Huang, Xiaolei Huang, Dimitris N. Metaxas, Leon Axel:
Left endocardium segmentation using spatio-temporal Metamorphs. ISBI 2012: 226-229 - [c238]Mustafa Gökhan Uzunbas, Shaoting Zhang, Kilian M. Pohl, Dimitris N. Metaxas, Leon Axel:
Segmentation of myocardium using deformable regions and graph cuts. ISBI 2012: 254-257 - [c237]Yan Zhou, Shaoting Zhang, Nikolaos V. Tsekos, Ioannis T. Pavlidis, Dimitris N. Metaxas:
Left endocardium tracking via collaborative trackers and shape prior. ISBI 2012: 784-787 - [c236]Shaoting Zhang, Yiqiang Zhan, Yan Zhou, Dimitris N. Metaxas:
Efficient sparse shape composition with its applications in biomedical image analysis: An overview. ISBI 2012: 976-979 - [c235]Lin Zhong, Sen Wang, Minwoo Park, Rodney L. Miller, Dimitris N. Metaxas:
Towards Automatic Stereoscopic Video Synthesis from a Casual Monocular Video. ISM 2012: 306-313 - [c234]Dimitris N. Metaxas, Bo Liu, Fei Yang, Peng Yang, Nicholas Michael, Carol Neidle:
Recognition of Nonmanual Markers in American Sign Language (ASL) Using Non-Parametric Adaptive 2D-3D Face Tracking. LREC 2012: 2414-2420 - [c233]Xinyi Cui, Shaoting Zhang, Yiqiang Zhan, Mingchen Gao, Junzhou Huang, Dimitris N. Metaxas:
3D Anatomical Shape Atlas Construction Using Mesh Quality Preserved Deformable Models. MeshMed 2012: 12-21 - [c232]Elena Bernardis, Ender Konukoglu, Yangming Ou, Dimitris N. Metaxas, Benoit Desjardins, Kilian M. Pohl:
Temporal Shape Analysis via the Spectral Signature. MICCAI (2) 2012: 49-56 - [c231]Mingchen Gao, Junzhou Huang, Xiaolei Huang, Shaoting Zhang, Dimitris N. Metaxas:
Simplified Labeling Process for Medical Image Segmentation. MICCAI (2) 2012: 387-394 - [c230]Shaoting Zhang, Yiqiang Zhan, Yan Zhou, Mustafa Gökhan Uzunbas, Dimitris N. Metaxas:
Shape Prior Modeling Using Sparse Representation and Online Dictionary Learning. MICCAI (3) 2012: 435-442 - 2011
- [j77]Shaoting Zhang, Junzhou Huang, Dimitris N. Metaxas:
Robust mesh editing using Laplacian coordinates. Graph. Model. 73(1): 10-19 (2011) - [j76]Peng Yang, Qingshan Liu, Dimitris N. Metaxas:
Dynamic soft encoded patterns for facial event analysis. Comput. Vis. Image Underst. 115(3): 456-465 (2011) - [j75]Junzhou Huang, Shaoting Zhang, Hongsheng Li, Dimitris N. Metaxas:
Composite splitting algorithms for convex optimization. Comput. Vis. Image Underst. 115(12): 1610-1622 (2011) - [j74]Junzhou Huang, Tong Zhang, Dimitris N. Metaxas:
Learning with Structured Sparsity. J. Mach. Learn. Res. 12: 3371-3412 (2011) - [j73]Junzhou Huang, Shaoting Zhang, Dimitris N. Metaxas:
Efficient MR image reconstruction for compressed MR imaging. Medical Image Anal. 15(5): 670-679 (2011) - [j72]Yuchi Huang, Qingshan Liu, Fengjun Lv, Yihong Gong, Dimitris N. Metaxas:
Unsupervised Image Categorization by Hypergraph Partition. IEEE Trans. Pattern Anal. Mach. Intell. 33(6): 1266-1273 (2011) - [j71]Qingshan Liu, Yuchi Huang, Dimitris N. Metaxas:
Hypergraph with sampling for image retrieval. Pattern Recognit. 44(10-11): 2255-2262 (2011) - [j70]Chunming Li, Rui Huang, Zhaohua Ding, Chris Gatenby, Dimitris N. Metaxas, John C. Gore:
A Level Set Method for Image Segmentation in the Presence of Intensity Inhomogeneities With Application to MRI. IEEE Trans. Image Process. 20(7): 2007-2016 (2011) - [j69]Zhen Qian, Qingshan Liu, Dimitris N. Metaxas, Leon Axel:
Identifying Regional Cardiac Abnormalities From Myocardial Strains Using Nontracking-Based Strain Estimation and Spatio-Temporal Tensor Analysis. IEEE Trans. Medical Imaging 30(12): 2017-2029 (2011) - [j68]Fei Yang, Jue Wang, Eli Shechtman, Lubomir D. Bourdev, Dimitris N. Metaxas:
Expression flow for 3D-aware face component transfer. ACM Trans. Graph. 30(4): 60 (2011) - [j67]Yuchi Huang, Qingshan Liu, Dimitris N. Metaxas:
A Component-Based Framework for Generalized Face Alignment. IEEE Trans. Syst. Man Cybern. Part B 41(1): 287-298 (2011) - [c229]Nicholas Michael, Peng Yang, Qingshan Liu, Dimitris N. Metaxas, Carol Neidle:
A Framework for the Recognition of Nonmanual Markers in Segmented Sequences of American Sign Language. BMVC 2011: 1-12 - [c228]Shizhi Chen, Yingli Tian, Qingshan Liu, Dimitris N. Metaxas:
Recognizing expressions from face and body gesture by temporal normalized motion and appearance features. CVPR Workshops 2011: 7-12 - [c227]Shaoting Zhang, Yiqiang Zhan, Maneesh Dewan, Junzhou Huang, Dimitris N. Metaxas, Xiang Sean Zhou:
Sparse shape composition: A new framework for shape prior modeling. CVPR 2011: 1025-1032 - [c226]Xinyi Cui, Qingshan Liu, Mingchen Gao, Dimitris N. Metaxas:
Abnormal detection using interaction energy potentials. CVPR 2011: 3161-3167 - [c225]Fei Yang, Junzhou Huang, Dimitris N. Metaxas:
Sparse shape registration for occluded facial feature localization. FG 2011: 272-277 - [c224]Shizhi Chen, Yingli Tian, Qingshan Liu, Dimitris N. Metaxas:
Segment and recognize expression phase by fusion of motion area and neutral divergence features. FG 2011: 330-335 - [c223]Fei Yang, Junzhou Huang, Peng Yang, Dimitris N. Metaxas:
Eye localization through multiscale sparse dictionaries. FG 2011: 514-518 - [c222]Shaoting Zhang, Mustafa Gökhan Uzunbas, Zhennan Yan, Mingchen Gao, Junzhou Huang, Dimitris N. Metaxas, Leon Axel:
Construction of Left Ventricle 3D Shape Atlas from Cardiac MRI. FIMH 2011: 88-94 - [c221]Mingchen Gao, Junzhou Huang, Shaoting Zhang, Zhen Qian, Szilard Voros, Dimitris N. Metaxas, Leon Axel:
4D Cardiac Reconstruction Using High Resolution CT Images. FIMH 2011: 153-160 - [c220]Rui Huang, Nong Sang, Vladimir Pavlovic, Dimitris N. Metaxas:
A Belief Propagation algorithm for bias field estimation and image segmentation. ICIP 2011: 37-40 - [c219]Albert Montillo, Jamie Shotton, John M. Winn, Juan Eugenio Iglesias, Dimitris N. Metaxas, Antonio Criminisi:
Entangled Decision Forests and Their Application for Semantic Segmentation of CT Images. IPMI 2011: 184-196 - [c218]Shaoting Zhang, Junzhou Huang, Mustafa Gökhan Uzunbas, Tian Shen, Foteini Delis, Xiaolei Huang, Nora D. Volkow, Panayotis K. Thanos, Dimitris N. Metaxas:
3D segmentation of rodent brain structures using Active Volume Model with shape priors. ISBI 2011: 433-436 - [c217]Yang Yu, Junzhou Huang, Shaoting Zhang, Christophe Restif, Xiaolei Huang, Dimitris N. Metaxas:
Group sparsity based classification for cervigram segmentation. ISBI 2011: 1425-1429 - [c216]Christophe Restif, Carolina Ibáñez-Ventoso, Monica Driscoll, Dimitris N. Metaxas:
Tracking C. elegans swimming for high-throughput phenotyping. ISBI 2011: 1542-1548 - [c215]Scott Kulp, Dimitris N. Metaxas, Zhen Qian, Szilard Voros, Leon Axel, Viorel Mihalef:
Patient-specific modeling and visualization of blood flow through the heart. ISBI 2011: 1692-1697 - [c214]Shaoting Zhang, Yiqiang Zhan, Maneesh Dewan, Junzhou Huang, Dimitris N. Metaxas, Xiang Sean Zhou:
Deformable Segmentation via Sparse Shape Representation. MICCAI (2) 2011: 451-458 - [c213]Scott Kulp, Mingchen Gao, Shaoting Zhang, Zhen Qian, Szilard Voros, Dimitris N. Metaxas, Leon Axel:
Using High Resolution Cardiac CT Data to Model and Visualize Patient-Specific Interactions between Trabeculae and Blood Flow. MICCAI (1) 2011: 468-475 - [c212]Shaoting Zhang, Junzhou Huang, Mustafa Gökhan Uzunbas, Tian Shen, Foteini Delis, Xiaolei Huang, Nora D. Volkow, Panayotis K. Thanos, Dimitris N. Metaxas:
3D Segmentation of Rodent Brain Structures Using Hierarchical Shape Priors and Deformable Models. MICCAI (3) 2011: 611-618 - [c211]Peng Yang, Hui Li, Qingshan Liu, Lin Zhong, Dimitris N. Metaxas:
Content quality based image retrieval with multiple instance boost ranking. ACM Multimedia 2011: 1193-1196 - [e7]Dimitris N. Metaxas, Leon Axel:
Functional Imaging and Modeling of the Heart - 6th International Conference, FIMH 2011, New York City, NY, USA, May 25-27, 2011. Proceedings. Lecture Notes in Computer Science 6666, Springer 2011, ISBN 978-3-642-21027-3 [contents] - [e6]Dimitris N. Metaxas, Long Quan, Alberto Sanfeliu, Luc Van Gool:
IEEE International Conference on Computer Vision, ICCV 2011, Barcelona, Spain, November 6-13, 2011. IEEE Computer Society 2011, ISBN 978-1-4577-1101-5 [contents] - 2010
- [j66]Zhenglong Li, Qingshan Liu, Hanqing Lu, Dimitris N. Metaxas:
Lennard-Jones force field for geometric active contour. Signal Process. 90(4): 1249-1266 (2010) - [j65]Ting Chen, Xiaoxu Wang, Sohae Chung, Dimitris N. Metaxas, Leon Axel:
Automated 3D Motion Tracking Using Gabor Filter Bank, Robust Point Matching, and Deformable Models. IEEE Trans. Medical Imaging 29(1): 1-11 (2010) - [c210]Peng Yang, Qingshan Liu, Dimitris N. Metaxas:
Exploring facial expressions with compositional features. CVPR 2010: 2638-2644 - [c209]Shaoting Zhang, Junzhou Huang, Yuchi Huang, Yang Yu, Hongsheng Li, Dimitris N. Metaxas:
Automatic image annotation using group sparsity. CVPR 2010: 3312-3319 - [c208]Yuchi Huang, Qingshan Liu, Shaoting Zhang, Dimitris N. Metaxas:
Image retrieval via probabilistic hypergraph ranking. CVPR 2010: 3376-3383 - [c207]Dimitris N. Metaxas:
Invited Talk: Coupling Deformable Models and Learning Methods for Nonverbal Behavior Analysis: Applications to Deception, Multi-cultural Studies and ASL. ECCV Workshops (1) 2010: 326-328 - [c206]Nicholas Michael, Mark Dilsizian, Dimitris N. Metaxas, Judee K. Burgoon:
Motion Profiles for Deception Detection Using Visual Cues. ECCV (6) 2010: 462-475 - [c205]Junzhou Huang, Shaoting Zhang, Dimitris N. Metaxas:
Fast Optimization for Mixture Prior Models. ECCV (3) 2010: 607-620 - [c204]Shaoting Zhang, Andrew Nealen, Dimitris N. Metaxas:
Skeleton Based As-Rigid-As-Possible Volume Modeling. Eurographics (Short Papers) 2010: 21-24 - [c203]Peng Yang, Lin Zhong, Dimitris N. Metaxas:
Ranking Model for Facial Age Estimation. ICPR 2010: 3404-3407 - [c202]Shaoting Zhang, Junzhou Huang, Dimitris N. Metaxas, Wei Wang, Xiaolei Huang:
Discriminative sparse representations for cervigram image segmentation. ISBI 2010: 133-136 - [c201]Junzhou Huang, Shaoting Zhang, Dimitris N. Metaxas:
Efficient MR Image Reconstruction for Compressed MR Imaging. MICCAI (1) 2010: 135-142 - [c200]Qingshan Liu, Zhen Qian, Idean Marvasty, Sarah Rinehart, Szilard Voros, Dimitris N. Metaxas:
Lesion-Specific Coronary Artery Calcium Quantification for Predicting Cardiac Event with Multiple Instance Support Vector Machines. MICCAI (1) 2010: 484-492 - [c199]Christophe Restif, Dimitris N. Metaxas:
A comparison of tracking methods for swimming C. Elegans. Image Processing 2010: 76232E - [c198]Shaoting Zhang, Junzhou Huang, Wei Wang, Xiaolei Huang, Dimitris N. Metaxas:
Cervigram image segmentation based on reconstructive sparse representations. Image Processing 2010: 762313
2000 – 2009
- 2009
- [j64]Dimitris N. Metaxas:
Medical modeling special issue: An introduction. Comput. Aided Des. 41(8): 553-554 (2009) - [j63]Viorel Mihalef, Dimitris N. Metaxas, Mark Sussman:
Simulation of two-phase flow with sub-scale droplet and bubble effects. Comput. Graph. Forum 28(2): 229-238 (2009) - [j62]Dimitris N. Metaxas, Leon Axel:
Editorial. Medical Image Anal. 13(5): 771-772 (2009) - [j61]Qiang Ji, Jiebo Luo, Dimitris N. Metaxas, Antonio Torralba, Thomas S. Huang, Erik B. Sudderth:
Guest Editors' Introduction to the Special Section on Probabilistic Graphical Models. IEEE Trans. Pattern Anal. Mach. Intell. 31(10): 1729-1732 (2009) - [j60]Peng Yang, Qingshan Liu, Dimitris N. Metaxas:
Boosting encoded dynamic features for facial expression recognition. Pattern Recognit. Lett. 30(2): 132-139 (2009) - [j59]Gabriel Tsechpenakis, Dimitris N. Metaxas:
CoCRF Deformable Model: A Geometric Model Driven by Collaborative Conditional Random Fields. IEEE Trans. Image Process. 18(10): 2316-2329 (2009) - [j58]Judee K. Burgoon, Douglas P. Twitchell, Matthew L. Jensen, Thomas O. Meservy, Mark Adkins, John Kruse, Amit V. Deokar, Gabriel Tsechpenakis, Shan Lu, Dimitris N. Metaxas, Jay F. Nunamaker Jr., Robert Younger:
Detecting Concealment of Intent in Transportation Screening: A Proof of Concept. IEEE Trans. Intell. Transp. Syst. 10(1): 103-112 (2009) - [c197]Nicholas Michael, Dimitris N. Metaxas, Carol Neidle:
Spatial and temporal pyramids for grammatical expression recognition of American sign language. ASSETS 2009: 75-82 - [c196]Shaoting Zhang, Jinghao Zhou, Xiaoxu Wang, Sukmoon Chang, Dimitris N. Metaxas, George J. Pappas, Foteini Delis, Nora D. Volkow, Gene-Jack Wang, Panayotis K. Thanos, Chandra Kambhamettu:
3D segmentation of rodent brains using deformable models and variational methods. CVPR Workshops 2009: 94-100 - [c195]Yuchi Huang, Qingshan Liu, Dimitris N. Metaxas:
Video object segmentation by hypergraph cut. CVPR 2009: 1738-1745 - [c194]Gowri Somanath, M. V. Rohith, Dimitris N. Metaxas, Chandra Kambhamettu:
D - Clutter: Building object model library from unsupervised segmentation of cluttered scenes. CVPR 2009: 2783-2789 - [c193]Viorel Mihalef, Dimitris N. Metaxas, Mark Sussman, Vassilios Hurmusiadis, Leon Axel:
Atrioventricular Blood Flow Simulation Based on Patient-Specific Data. FIMH 2009: 386-395 - [c192]Junzhou Huang, Xiaolei Huang, Dimitris N. Metaxas:
Learning with dynamic group sparsity. ICCV 2009: 64-71 - [c191]Peng Yang, Qingshan Liu, Dimitris N. Metaxas:
RankBoost with l1 regularization for facial expression recognition and intensity estimation. ICCV 2009: 1018-1025 - [c190]Junzhou Huang, Tong Zhang, Dimitris N. Metaxas:
Learning with structured sparsity. ICML 2009: 417-424 - [c189]Jinghao Zhou, Sukmoon Chang, Shaoting Zhang, George J. Pappas, Michael Michaelides, Foteini Delis, Nora D. Volkow, Panayotis K. Thanos, Dimitris N. Metaxas:
Segmentation of Rodent Brains from MRI Based on a Novel Statistical Structure Prediction Method. ISBI 2009: 498-501 - [c188]Shaoting Zhang, Xiaoxu Wang, Dimitris N. Metaxas, Ting Chen, Leon Axel:
LV Surface Reconstruction from Sparse TMRI Using Laplacian Surface Deformation and Optimization. ISBI 2009: 698-701 - [c187]Ting Chen, Sung N. Kim, Jinghao Zhou, Dimitris N. Metaxas, Gunaretnam Rajagopal, Ning J. Yue:
3D Meshless Prostate Segmentation and Registration in Image Guided Radiotherapy. MICCAI (1) 2009: 43-50 - [c186]Xinyi Cui, Qingshan Liu, Dimitris N. Metaxas:
Temporal spectral residual: fast motion saliency detection. ACM Multimedia 2009: 617-620 - 2008
- [j57]Viorel Mihalef, Samet Y. Kadioglu, Mark Sussman, Dimitris N. Metaxas, Vassilios Hurmusiadis:
Interaction of two-phase flow with animated models. Graph. Model. 70(3): 33-42 (2008) - [j56]Xiaolei Huang, Dimitris N. Metaxas:
Metamorphs: Deformable Shape and Appearance Models. IEEE Trans. Pattern Anal. Mach. Intell. 30(8): 1444-1459 (2008) - [j55]Gabriel Tsechpenakis, Laura Bianchi, Dimitris N. Metaxas, Monica Driscoll:
A Novel Computational Approach for Simultaneous Tracking and Feature Extraction of C. elegans Populations in Fluid Environments. IEEE Trans. Biomed. Eng. 55(5): 1539-1549 (2008) - [c185]Liefeng Bo, Cristian Sminchisescu, Atul Kanaujia, Dimitris N. Metaxas:
Fast algorithms for large scale conditional 3D prediction. CVPR 2008 - [c184]Junzhou Huang, Xiaolei Huang, Dimitris N. Metaxas:
Simultaneous image transformation and sparse representation recovery. CVPR 2008 - [c183]Xiaoxu Wang, Dimitris N. Metaxas, Ting Chen, Leon Axel:
Meshless deformable models for LV motion analysis. CVPR 2008 - [c182]Peng Yang, Qingshan Liu, Xinyi Cui, Dimitris N. Metaxas:
Facial expression recognition using encoded dynamic features. CVPR 2008 - [c181]Peng Yang, Qingshan Liu, Dimitris N. Metaxas:
Similarity Features for Facial Event Analysis. ECCV (1) 2008: 685-696 - [c180]Qingshan Liu, Dimitris N. Metaxas:
Unifying Subspace and Distance Metric Learning with Bhattacharyya Coefficient for Image Classification. ETVC 2008: 254-267 - [c179]Zhenglong Li, Qingshan Liu, Hanqing Lu, Dimitris N. Metaxas:
Lennard-Jones force field for Geometric Active Contour. ICPR 2008: 1-4 - [c178]Jinghao Zhou, Sukmoon Chang, Qingshan Liu, George J. Pappas, Vasilios Boronikolas, Michael Michaelides, Nora D. Volkow, Panayotis K. Thanos, Dimitris N. Metaxas:
A novel learning based segmentation method for rodent brain structures using MRI. ISBI 2008: 61-64 - [c177]Ting Chen, Xiaoxu Wang, Dimitris N. Metaxas, Leon Axel:
3D cardiac motion tracking using Robust Point Matching and meshless deformable models. ISBI 2008: 280-283 - [c176]Zhen Qian, Dimitris N. Metaxas, Leon Axel:
Non-tracking-based 2D strain estimation in tagged MRI. ISBI 2008: 528-531 - [c175]Christophe Restif, Dimitris N. Metaxas:
Tracking the Swimming Motions of C. elegansWorms with Applications in Aging Studies. MICCAI (1) 2008: 35-42 - [c174]Junzhou Huang, Zhen Qian, Xiaolei Huang, Dimitris N. Metaxas, Leon Axel:
Tag Separation in Cardiac Tagged MRI. MICCAI (2) 2008: 289-297 - [c173]Ting Chen, Xiaoxu Wang, Dimitris N. Metaxas, Leon Axel:
Fast Motion Tracking of Tagged MRI Using Angle-Preserving Meshless Registration. MICCAI (2) 2008: 313-320 - [c172]Tian Shen, Yaoyao Zhu, Xiaolei Huang, Junzhou Huang, Dimitris N. Metaxas, Leon Axel:
Active Volume Models with Probabilistic Object Boundary Prediction Module. MICCAI (1) 2008: 331-341 - [c171]Xiaoxu Wang, Ting Chen, Shaoting Zhang, Dimitris N. Metaxas, Leon Axel:
LV Motion and Strain Computation from tMRI Based on Meshless Deformable Models. MICCAI (1) 2008: 636-644 - [c170]Zhen Qian, Qingshan Liu, Dimitris N. Metaxas, Leon Axel:
Identifying Regional Cardiac Abnormalities from Myocardial Strains Using Spatio-temporal Tensor Analysis. MICCAI (1) 2008: 789-797 - [c169]Chunming Li, Rui Huang, Zhaohua Ding, Chris Gatenby, Dimitris N. Metaxas, John C. Gore:
A Variational Level Set Approach to Segmentation and Bias Correction of Images with Intensity Inhomogeneity. MICCAI (2) 2008: 1083-1091 - [e5]Bodo Rosenhahn, Reinhard Klette, Dimitris N. Metaxas:
Human Motion, Understanding, Modelling, Capture, and Animation [Dagstuhl Seminar, 11.06. - 16.06.2006]. Computational Imaging and Vision 36, Springer 2008, ISBN 978-1-4020-6692-4 [contents] - [e4]Dimitris N. Metaxas, Leon Axel, Gabor Fichtinger, Gábor Székely:
Medical Image Computing and Computer-Assisted Intervention - MICCAI 2008, 11th International Conference, New York, NY, USA, September 6-10, 2008, Proceedings, Part I. Lecture Notes in Computer Science 5241, Springer 2008, ISBN 978-3-540-85987-1 [contents] - [e3]Dimitris N. Metaxas, Leon Axel, Gabor Fichtinger, Gábor Székely:
Medical Image Computing and Computer-Assisted Intervention - MICCAI 2008, 11th International Conference, New York, NY, USA, September 6-10, 2008, Proceedings, Part II. Lecture Notes in Computer Science 5242, Springer 2008, ISBN 978-3-540-85989-5 [contents] - 2007
- [j54]Viorel Mihalef, Dimitris N. Metaxas, Mark Sussman:
Textured Liquids based on the Marker Level Set. Comput. Graph. Forum 26(3): 457-466 (2007) - [j53]Jerome Zhengrong Liang, Hongbing Lu, Dimitris N. Metaxas, Joseph M. Reinhardt:
Guest Editorial: Medical Imaging Informatics - an Information Processing from Image Formation to Visualization. Int. J. Image Graph. 7(1): 1-15 (2007) - [j52]Christian Vogler, Siome Goldenstein, Jorge Stolfi, Vladimir Pavlovic, Dimitris N. Metaxas:
Outlier rejection in high-dimensional deformable models. Image Vis. Comput. 25(3): 274-284 (2007) - [j51]Rong Zhang, Christian Vogler, Dimitris N. Metaxas:
Human gait recognition at sagittal plane. Image Vis. Comput. 25(3): 321-330 (2007) - [j50]Cristian Sminchisescu, Atul Kanaujia, Dimitris N. Metaxas:
BM3E : Discriminative Density Propagation for Visual Tracking. IEEE Trans. Pattern Anal. Mach. Intell. 29(11): 2030-2044 (2007) - [j49]Kyungha Min, Dimitris N. Metaxas:
A combustion-based technique for fire animation and visualization. Vis. Comput. 23(9-11): 679-687 (2007) - [c168]Zhiguo Li, Qingshan Liu, Dimitris N. Metaxas:
Face Mis-alignment Analysis by Multiple-Instance Subspace. ACCV (2) 2007: 901-910 - [c167]Qingshan Liu, Dimitris N. Metaxas:
A Unified Framework of Subspace and Distance Metric Learning for Face Recognition. AMFG 2007: 250-260 - [c166]Atul Kanaujia, Cristian Sminchisescu, Dimitris N. Metaxas:
Semi-supervised Hierarchical Models for 3D Human Pose Reconstruction. CVPR 2007 - [c165]Gabriel Tsechpenakis, Dimitris N. Metaxas:
CRF-driven Implicit Deformable Model. CVPR 2007 - [c164]Peng Yang, Qingshan Liu, Dimitris N. Metaxas:
Boosting Coded Dynamic Features for Facial Action Units and Facial Expression Recognition. CVPR 2007 - [c163]Xiaoxu Wang, Joël Schaerer, Suejung B. Huh, Zhen Qian, Dimitris N. Metaxas, Ting Chen, Leon Axel:
Reconstruction of Detailed Left Ventricle Motion from tMRI Using Deformable Models. FIMH 2007: 60-69 - [c162]Dimitris N. Metaxas, Atul Kanaujia, Zhiguo Li:
Dynamic Tracking of Facial Expressions Using Adaptive, Overlapping Subspaces. International Conference on Computational Science (1) 2007: 1114-1121 - [c161]Junzhou Huang, Xiaolei Huang, Dimitris N. Metaxas:
Optimization and Learning for Registration of Moving Dynamic Textures. ICCV 2007: 1-8 - [c160]Yuchi Huang, Qingshan Liu, Dimitris N. Metaxas:
A Component Based Deformable Model for Generalized Face Alignment. ICCV 2007: 1-8 - [c159]Rui Huang, Vladimir Pavlovic, Dimitris N. Metaxas:
Embedded Profile Hidden Markov Models for Shape Analysis. ICCV 2007: 1-8 - [c158]Atul Kanaujia, Cristian Sminchisescu, Dimitris N. Metaxas:
Spectral Latent Variable Models for Perceptual Inference. ICCV 2007: 1-8 - [c157]Christopher Russell, Dimitris N. Metaxas, Christophe Restif, Philip H. S. Torr:
Using the Pn Potts model with learning methods to segment live cell images. ICCV 2007: 1-8 - [c156]Gabriel Tsechpenakis, Jianhua Wang, Brandon Mayer, Dimitris N. Metaxas:
Coupling CRFs and Deformable Models for 3D Medical Image Segmentation. ICCV 2007: 1-8 - [c155]Christian Vogler, Zhiguo Li, Atul Kanaujia, Siome Goldenstein, Dimitris N. Metaxas:
The Best of Both Worlds: Combining 3D Deformable Models with Active Shape Models. ICCV 2007: 1-7 - [c154]Atul Kanaujia, Dimitris N. Metaxas:
Large Scale Learning of Active Shape Models. ICIP (1) 2007: 265-268 - [c153]Peng Yang, Qingshan Liu, Dimitris N. Metaxas:
Facial Expression Recognition using Encoded Dynamic Features. ICME 2007: 1107-1110 - [c152]Xiaoxu Wang, Weijun He, Dimitris N. Metaxas, Robin Mathew, Eleen White:
Cell Segmentation and Tracking Using Texture-adaptive Snakes. ISBI 2007: 101-104 - [c151]Zhen Qian, Rui Huang, Dimitris N. Metaxas, Leon Axel:
A Novel Tag Removal Technique for Tagged Cardiac Mri and Its Applications. ISBI 2007: 364-367 - [c150]Wei-Ning Lee, Zhen Qian, Christina L. Tosti, Srirama V. Swaminathan, Truman R. Brown, Dimitris N. Metaxas, Elisa E. Konofagou:
Validation of Myocardial Elastography Using MR Tagging in Normal and Abnormal Human Hearts in Vivo. ISBI 2007: 384-387 - [c149]Zhen Qian, Dimitris N. Metaxas, Leon Axel:
Learning Methods in Segmentation of Cardiac Tagged MRI. ISBI 2007: 688-691 - [c148]Junzhou Huang, Xiaolei Huang, Dimitris N. Metaxas, Leon Axel:
Dynamic Texture Based Heart Localization and Segmentation in 4-D Cardiac Images. ISBI 2007: 852-855 - [c147]Jinghao Zhou, Sukmoon Chang, Dimitris N. Metaxas, Leon Axel:
Vascular Structure Segmentation and Bifurcation Detection. ISBI 2007: 872-875 - [c146]Rui Huang, Vladimir Pavlovic, Dimitris N. Metaxas:
Shape Analysis Using Curvature-Based Descriptors and Profile Hidden Markov Models. ISBI 2007: 1220-1223 - [c145]Junzhou Huang, Xiaolei Huang, Dimitris N. Metaxas, Leon Axel:
Adaptive Metamorphs Model for 3D Medical Image Segmentation. MICCAI (1) 2007: 302-310 - [c144]Sukmoon Chang, Jinghao Zhou, Qingshan Liu, Dimitris N. Metaxas, Bruce G. Haffty, Sung N. Kim, Salma J. Jabbour, Ning J. Yue:
Registration of Lung Tissue Between Fluoroscope and CT Images: Determination of Beam Gating Parameters in Radiotherapy. MICCAI (1) 2007: 751-758 - [c143]Zhen Qian, Wei-Ning Lee, Elisa E. Konofagou, Dimitris N. Metaxas, Leon Axel:
Ultrasound Myocardial Elastography and Registered 3D Tagged MRI: Quantitative Strain Comparison. MICCAI (1) 2007: 800-808 - [c142]Dimitris N. Metaxas:
Facial Features Tracking for Gross Head Movement analysis and Expression Recognition. MMSP 2007: 2 - [c141]Chan-Su Lee, Ahmed M. Elgammal, Dimitris N. Metaxas:
Nonlinear Dynamic Shape and Appearance Models for Facial Motion Tracking. PSIVT 2007: 205-220 - [p3]Rui Huang, Vladimir Pavlovic, Dimitris N. Metaxas:
A Graphical Model Framework for Image Segmentation. Applied Graph Theory in Computer Vision and Pattern Recognition 2007: 43-63 - 2006
- [j48]Gabriel Tsechpenakis, Dimitris N. Metaxas, Carol Neidle:
Learning-based dynamic coupling of discrete and continuous trackers. Comput. Vis. Image Underst. 104(2-3): 140-156 (2006) - [j47]Cristian Sminchisescu, Atul Kanaujia, Dimitris N. Metaxas:
Conditional models for contextual human motion recognition. Comput. Vis. Image Underst. 104(2-3): 210-220 (2006) - [j46]Xiaolei Huang, Nikos Paragios, Dimitris N. Metaxas:
Shape Registration in Implicit Spaces Using Information Theory and Free Form Deformations. IEEE Trans. Pattern Anal. Mach. Intell. 28(8): 1303-1318 (2006) - [j45]Suejung B. Huh, Dimitris N. Metaxas:
A collision resolution algorithm for clump-free fast moving cloth. Vis. Comput. 22(6): 434-444 (2006) - [c140]Atul Kanaujia, Dimitris N. Metaxas:
Learning Multi-category Classification in Bayesian Framework. ACCV (1) 2006: 255-264 - [c139]Rong Zhang, Dimitris N. Metaxas:
RO-SVM: Support Vector Machine with Reject Option for Image Categorization. BMVC 2006: 1209-1218 - [c138]Kyungha Min, Dimitris N. Metaxas, Moon-Ryul Jung:
Active Contours with Level-Set for Extracting Feature Curves from Triangular Meshes. Computer Graphics International 2006: 185-196 - [c137]Atul Kanaujia, Yuchi Huang, Dimitris N. Metaxas:
Emblem Detections by Tracking Facial Features. CVPR Workshops 2006: 108 - [c136]Cristian Sminchisescu, Atul Kanaujia, Dimitris N. Metaxas:
Learning Joint Top-Down and Bottom-up Processes for 3D Visual Inference. CVPR (2) 2006: 1743-1752 - [c135]Gabriel Tsechpenakis, Dimitris N. Metaxas, Carol Neidle:
Combining Discrete and Continuous 3D Trackers. Human Motion 2006: 133-158 - [c134]Lior Wolf, Xiaolei Huang, Ian Martin, Dimitris N. Metaxas:
Patch-Based Texture Edges and Segmentation. ECCV (2) 2006: 481-493 - [c133]Zhen Qian, Dimitris N. Metaxas, Leon Axel:
Extraction and Tracking of MRI Tagging Sheets Using a 3D Gabor Filter Bank. EMBC 2006: 711-714 - [c132]Dimitris N. Metaxas, Leon Axel, Zhen Qian, Xiaolei Huang:
A Segmentation and Tracking System for 4D Cardiac Tagged MR Images. EMBC 2006: 1541-1544 - [c131]Jinghao Zhou, Sukmoon Chang, Dimitris N. Metaxas, Binsheng Zhao, Michelle S. Ginsberg, Lawrence H. Schwartz:
An Automatic Method for Ground Glass Opacity Nodule Detection and Segmentation from CT Studies. EMBC 2006: 3062-3065 - [c130]Dimitris N. Metaxas, Zhen Qian, Xiaolei Huang, Rui Huang, Ting Chen, Leon Axel:
Hybrid Deformable Models for Medical Segmentation and Registration. ICARCV 2006: 1-6 - [c129]Dimitris N. Metaxas, Gabriel Tsechpenakis, Zhiguo Li, Yuichi Huang, Atul Kanaujia:
Dynamically Adaptive Tracking of Gestures and Facial Expressions. International Conference on Computational Science (3) 2006: 554-561 - [c128]Rui Huang, Vladimir Pavlovic, Dimitris N. Metaxas:
A Profile Hidden Markov Model Framework for Modeling and Analysis of Shape. ICIP 2006: 2121-2124 - [c127]Chan-Su Lee, Ahmed M. Elgammal, Dimitris N. Metaxas:
Synthesis and Control of High Resolution Facial Expressions for Visual Interactions. ICME 2006: 65-68 - [c126]Atul Kanaujia, Dimitris N. Metaxas:
Recognizing Facial Expressions by Tracking Feature Shapes. ICPR (2) 2006: 33-38 - [c125]Atul Kanaujia, Dimitris N. Metaxas:
Learning Ambiguities Using Bayesian Mixture of Experts. ICTAI 2006: 436-440 - [c124]Atul Kanaujia, Yuchi Huang, Dimitris N. Metaxas:
Tracking Facial Features Using Mixture of Point Distribution Models. ICVGIP 2006: 492-503 - [c123]Jinghao Zhou, Sukmoon Chang, Dimitris N. Metaxas, Leon Axel:
Vessel boundary extraction using ridge scan-conversion deformable model. ISBI 2006: 189-192 - [c122]Rui Huang, Vladimir Pavlovic, Dimitris N. Metaxas:
A tightly coupled region-shape framework for 3D medical image segmentation. ISBI 2006: 426-429 - [c121]Junzhou Huang, Xiaolei Huang, Dimitris N. Metaxas, Debarata Banerjee:
3D tumor shape reconstruction from 2D bioluminescence images. ISBI 2006: 606-609 - [c120]Zhen Qian, Dimitris N. Metaxas, Leon Axel:
Boosting and Nonparametric Based Tracking of Tagged MRI Cardiac Boundaries. MICCAI (1) 2006: 636-644 - [c119]Jinghao Zhou, Sukmoon Chang, Dimitris N. Metaxas, Binsheng Zhao, Lawrence H. Schwartz, Michelle S. Ginsberg:
Automatic Detection and Segmentation of Ground Glass Opacity Nodules. MICCAI (1) 2006: 784-791 - [c118]Sukmoon Chang, Jinghao Zhou, Dimitris N. Metaxas, Leon Axel:
False-positive elimination for computer-aided detection of pulmonary micronodules. Image Processing 2006: 61445F - [c117]Viorel Mihalef, B. Unlusu, Dimitris N. Metaxas, Mark Sussman, M. Yousuff Hussaini:
Physics based boiling simulation. Symposium on Computer Animation 2006: 317-324 - [p2]Dimitris N. Metaxas, Xiaolei Huang, Ting Chen:
Integrating Shape and Texture in DeformabIe Models: from Hybrid Methods to Metamorphs. Handbook of Mathematical Models in Computer Vision 2006: 113-129 - [p1]Nikos Paragios, Maxime Taron, Xiaolei Huang, Mikaël Rousson, Dimitris N. Metaxas:
On the Representation of Shapes Using Implicit Functions. Statistics and Analysis of Shapes 2006: 167-199 - [e2]Bodo Rosenhahn, Reinhard Klette, Dimitris N. Metaxas:
Human Motion - Understanding, Modeling, Capture and Animation. 13th Workshop, 11.06. - 16.06.2006. Dagstuhl Seminar Proceedings 06241, Internationales Begegnungs- und Forschungszentrum für Informatik (IBFI), Schloss Dagstuhl, Germany 2006 [contents] - [i1]Bodo Rosenhahn, Reinhard Klette, Dimitris N. Metaxas:
06241 Abstracts Collection - Human Motion - Understanding, Modeling, Capture and Animation. 13th Workshop. Human Motion - Understanding, Modeling, Capture and Animation. 13th Workshop 2006 - 2005
- [j44]Dimitris N. Metaxas:
Introduction. Commun. ACM 48(2): 26-29 (2005) - [j43]Kyoungju Park, Albert Montillo, Dimitris N. Metaxas, Leon Axel:
Volumetric heart modeling and analysis. Commun. ACM 48(2): 43-48 (2005) - [j42]Thomas O. Meservy, Matthew L. Jensen, John Kruse, Douglas P. Twitchell, Judee K. Burgoon, Dimitris N. Metaxas, Jay F. Nunamaker Jr.:
Deception Detection through Automatic, Unobtrusive Analysis of Nonverbal Behavior. IEEE Intell. Syst. 20(5): 36-43 (2005) - [j41]Terry S. Yoo, Dimitris N. Metaxas:
Open science - combining open data and open source software: Medical image analysis with the Insight Toolkit. Medical Image Anal. 9(6): 503-506 (2005) - [j40]Ting Chen, Dimitris N. Metaxas:
A hybrid framework for 3D medical image segmentation. Medical Image Anal. 9(6): 547-565 (2005) - [j39]Cristian Sminchisescu, Dimitris N. Metaxas, Sven J. Dickinson:
Incremental Model-Based Estimation Using Geometric Constraints. IEEE Trans. Pattern Anal. Mach. Intell. 27(5): 727-738 (2005) - [j38]Anant Madabhushi, Michael D. Feldman, Dimitris N. Metaxas, John Tomaszewski, Deborah Chute:
Automated detection of prostatic adenocarcinoma from high-resolution ex vivo MRI. IEEE Trans. Medical Imaging 24(12): 1611-1625 (2005) - [c116]Rong Zhang, Akshay Vashist, Ilya B. Muchnik, Casimir A. Kulikowski, Dimitris N. Metaxas:
A New Combinatorial Approach to Supervised Learning: Application to Gait Recognition. AMFG 2005: 55-69 - [c115]Suejung B. Huh, Dimitris N. Metaxas:
A collision resolution algorithm for clump-free fast moving cloth. Computer Graphics International 2005: 51-58 - [c114]Rui Huang, Vladimir Pavlovic, Dimitris N. Metaxas:
A Hybrid Framework for Image Segmentation Using Probabilistic Integration of Heterogeneous Constraints. CVBIA 2005: 82-92 - [c113]Zhen Qian, Dimitris N. Metaxas, Leon Axel:
A Learning Framework for the Automatic and Accurate Segmentation of Cardiac Tagged MRI Images. CVBIA 2005: 93-102 - [c112]Cristian Sminchisescu, Atul Kanaujia, Zhiguo Li, Dimitris N. Metaxas:
Discriminative Density Propagation for 3D Human Motion Estimation. CVPR (1) 2005: 390-397 - [c111]Xiaolei Huang, Zhen Qian, Rui Huang, Dimitris N. Metaxas:
Deformable-Model Based Textured Object Segmentation. EMMCVPR 2005: 119-135 - [c110]Zhenhua Hu, Dimitris N. Metaxas, Leon Axel:
Computational Modeling and Simulation of Heart Ventricular Mechanics from Tagged MRI. FIMH 2005: 369-383 - [c109]Judee K. Burgoon, Mark Adkins, John Kruse, Matthew L. Jensen, Thomas O. Meservy, Douglas P. Twitchell, Amit V. Deokar, Jay F. Nunamaker Jr., Shan Lu, Gabriel Tsechpenakis, Dimitris N. Metaxas, Robert Younger:
An Approach for Intent Identification by Building on Deception Detection. HICSS 2005 - [c108]Shan Lu, Gabriel Tsechpenakis, Dimitris N. Metaxas, Matthew L. Jensen, John Kruse:
Blob Analysis of the Head and Hands: A Method for Deception Detection. HICSS 2005 - [c107]Dimitris N. Metaxas, Gabriel Tsechpenakis:
Dynamic Data Driven Coupling of Continuous and Discrete Methods for 3D Tracking. International Conference on Computational Science (2) 2005: 712-720 - [c106]Cristian Sminchisescu, Atul Kanaujia, Zhiguo Li, Dimitris N. Metaxas:
Conditional Random Fields for Contextual Human Motion Recognition. ICCV 2005: 1808-1815 - [c105]Gabriel Tsechpenakis, Dimitris N. Metaxas, Mark Adkins, John Kruse, Judee K. Burgoon, Matthew L. Jensen, Thomas O. Meservy, Douglas P. Twitchell, Amit V. Deokar, Jay F. Nunamaker Jr.:
HMM-Based Deception Recognition from Visual Cues. ICME 2005: 824-827 - [c104]Weijun He, Xiaolei Huang, Dimitris N. Metaxas, Xiaoyou Ying:
Efficient Learning by Combining Confidence-Rated Classifiers to Incorporate Unlabeled Medical Data. MICCAI 2005: 745-752 - [c103]Cristian Sminchisescu, Atul Kanaujia, Zhiguo Li, Dimitris N. Metaxas:
Conditional Visual Tracking in Kernel Space. NIPS 2005: 1249-1256 - [c102]Zhenhua Hu, Dimitris N. Metaxas, Leon Axel:
Computational modeling and simulation of heart ventricular mechanics with tagged MRI. Symposium on Solid and Physical Modeling 2005: 79-88 - 2004
- [j37]Yang Wang, Xiaolei Huang, Chan-Su Lee, Song Zhang, Zhiguo Li, Dimitris Samaras, Dimitris N. Metaxas, Ahmed M. Elgammal, Peisen Huang:
High Resolution Acquisition, Learning and Transfer of Dynamic 3D Facial Expressions. Comput. Graph. Forum 23(3): 677-686 (2004) - [c101]Rong Zhang, Christian Vogler, Dimitris N. Metaxas:
Human Gait Recognition. CVPR Workshops 2004: 18 - [c100]Siome Goldenstein, Christian Vogler, Jorge Stolfi, Vladimir Pavlovic, Dimitris N. Metaxas:
Outlier Rejection in Deformable Model Tracking. CVPR Workshops 2004: 19 - [c99]Xiaolei Huang, Song Zhang, Yang Wang, Dimitris N. Metaxas, Dimitris Samaras:
A Hierarchical Framework For High Resolution Facial Expression Tracking. CVPR Workshops 2004: 22 - [c98]Xiaolei Huang, Yiyong Sun, Dimitris N. Metaxas, Frank Sauer, Chenyang Xu:
Hybrid Image Registration based on Configural Matching of Scale-Invariant Salient Region Features. CVPR Workshops 2004: 167 - [c97]Xiaolei Huang, Dimitris N. Metaxas, Ting Chen:
MetaMorphs: Deformable Shape and Texture Models. CVPR (1) 2004: 496-503 - [c96]Rui Huang, Vladimir Pavlovic, Dimitris N. Metaxas:
A Graphical Model Framework for Coupling MRFs and Deformable Models. CVPR (2) 2004: 739-746 - [c95]Siome Goldenstein, Christian Vogler, Dimitris N. Metaxas:
3D Facial Tracking from Corrupted Movie Sequences. CVPR (1) 2004: 880-885 - [c94]Dimitris N. Metaxas, Sundara Venkataraman, Christian Vogler:
Image-Based Stress Recognition Using a Model-Based Dynamic Face Tracking System. International Conference on Computational Science 2004: 813-821 - [c93]Rui Huang, Dimitris N. Metaxas, Vladimir Pavlovic:
A Hybrid Face Recognition Method using Markov Random Fields. ICPR (3) 2004: 157-160 - [c92]Sundara Venkataraman, Dimitris N. Metaxas, Dmitriy Fradkin, Casimir A. Kulikowski, Ilya B. Muchnik:
Distinguishing Mislabeled Data from Correctly Labeled Data in Classifier Design. ICTAI 2004: 668-672 - [c91]Dimitris N. Metaxas:
A Hybrid 3D Segmentation Framework. ISBI 2004: 13-16 - [c90]Xiaolei Huang, Zhiguo Li, Dimitris N. Metaxas:
Learning Coupled Prior Shape and Appearance Models for Segmentation. MICCAI (1) 2004: 60-69 - [c89]Ting Chen, Dimitris N. Metaxas, Leon Axel:
3D Cardiac Anatomy Reconstruction Using High Resolution CT Data. MICCAI (1) 2004: 411-418 - [c88]Sukmoon Chang, Hirosh Emoto, Dimitris N. Metaxas, Leon Axel:
Pulmonary Micronodule Detection from 3D Chest CT. MICCAI (2) 2004: 821-828 - [c87]Viorel Mihalef, Dimitris N. Metaxas, Mark Sussman:
Animation and control of breaking waves. Symposium on Computer Animation 2004: 315-324 - [e1]Stephane Cotin, Dimitris N. Metaxas:
Medical Simulation: International Symposium, ISMS 2004, Cambridge, MA, USA, June 17-18, 2004. Proceedings. Lecture Notes in Computer Science 3078, Springer 2004, ISBN 3-540-22186-7 [contents] - 2003
- [j36]Zhenhua Hu, Dimitris N. Metaxas, Leon Axel:
In vivo strain and stress estimation of the heart left and right ventricles from MRI images. Medical Image Anal. 7(4): 435-444 (2003) - [j35]Dimitris Samaras, Dimitris N. Metaxas:
Incorporating Illumination Constraints in Deformable Models for Shape from Shading and Light Direction Estimation. IEEE Trans. Pattern Anal. Mach. Intell. 25(2): 247-264 (2003) - [j34]Siome Goldenstein, Christian Vogler, Dimitris N. Metaxas:
Statistical Cue Integration in DAG Deformable Models. IEEE Trans. Pattern Anal. Mach. Intell. 25(7): 801-813 (2003) - [j33]Anant Madabhushi, Dimitris N. Metaxas:
Combining Low, High-Level and Empirical Domain Specific Knowledge for Automated Segmentation of Ultrasonic Breast Lesions. IEEE Trans. Medical Imaging 22(2): 155-169 (2003) - [c86]Kyoungju Park, April Nowell, Dimitris N. Metaxas:
Deformable Model Based Shape Analysis Stone Tool Application. CVPR Workshops 2003: 6 - [c85]Shan Lu, Dimitris N. Metaxas, Dimitris Samaras, John Oliensis:
Using Multiple Cues for Hand Tracking and Model Refinement. CVPR (2) 2003: 443-450 - [c84]Christian Vogler, Dimitris N. Metaxas:
Handshapes and Movements: Multiple-Channel American Sign Language Recognition. Gesture Workshop 2003: 247-258 - [c83]Zhenhua Hu, Dimitris N. Metaxas, Leon Axel:
Left Ventricle Composite Material Model for Stress-Strain Analysis. IS4TH 2003: 218-229 - [c82]Sukmoon Chang, Dimitris N. Metaxas, Leon Axel:
Scan-Conversion Algorithm for Ridge Point Detection on Tubular Objects. MICCAI (2) 2003: 158-165 - [c81]Kyoungju Park, Dimitris N. Metaxas, Leon Axel:
A Finite Element Model for Functional Analysis of 4D Cardiac-Tagged MR Images. MICCAI (1) 2003: 491-498 - [c80]Albert Montillo, Dimitris N. Metaxas, Leon Axel:
Automated Model-Based Segmentation of the Left and Right Ventricles in Tagged Cardiac MRI. MICCAI (1) 2003: 507-515 - [c79]Anant Madabhushi, Michael D. Feldman, Dimitris N. Metaxas, Deborah Chute, John Tomaszewski:
A Novel Stochastic Combination of 3D Texture Features for Automated Segmentation of Prostatic Adenocarcinoma from High Resolution MRI. MICCAI (1) 2003: 581-591 - [c78]Ting Chen, Dimitris N. Metaxas:
Gibbs Prior Models, Marching Cubes, and Deformable Models: A Hybrid Framework for 3D Medical Image Segmentation. MICCAI (2) 2003: 703-710 - [c77]Xiaolei Huang, Nikos Paragios, Dimitris N. Metaxas:
Establishing Local Correspondences towards Compact Representations of Anatomical Structures. MICCAI (2) 2003: 926-934 - [c76]Ting Chen, Dimitris N. Metaxas:
Hybrid segmentation framework for 3D medical image analysis. Image Processing 2003 - [c75]Albert Montillo, Jayaram K. Udupa, Leon Axel, Dimitris N. Metaxas:
Interaction between noise suppression and inhomogeneity correction in MRI. Image Processing 2003 - [c74]Gang Huang, Dimitris N. Metaxas, M. Govindaraj:
Feel the "fabric": an audio-haptic interface. Symposium on Computer Animation 2003: 52-61 - 2002
- [j32]Pankaj K. Agarwal, Leonidas J. Guibas, Herbert Edelsbrunner, Jeff Erickson, Michael Isard, Sariel Har-Peled, John Hershberger, Christian S. Jensen, Lydia E. Kavraki, Patrice Koehl, Ming C. Lin, Dinesh Manocha, Dimitris N. Metaxas, Brian Mirtich, David M. Mount, S. Muthukrishnan, Dinesh K. Pai, Elisha Sacks, Jack Snoeyink, Subhash Suri, Ouri Wolfson:
Algorithmic issues in modeling motion. ACM Comput. Surv. 34(4): 550-572 (2002) - [j31]Fred S. Azar, Dimitris N. Metaxas, Mitchell D. Schnall:
Methods for modeling and predicting mechanical deformations of the breast under external perturbations. Medical Image Anal. 6(1): 1-27 (2002) - [j30]Douglas DeCarlo, Dimitris N. Metaxas:
Adjusting Shape Parameters Using Model-Based Optical Flow Residuals. IEEE Trans. Pattern Anal. Mach. Intell. 24(6): 814-823 (2002) - [j29]Dimitris N. Metaxas, Ioannis A. Kakadiaris:
Elastically Adaptive Deformable Models. IEEE Trans. Pattern Anal. Mach. Intell. 24(10): 1310-1321 (2002) - [c73]Dimitris N. Metaxas:
From Visual Input to Modeling Humans. CA 2002: 73-74 - [c72]Eric Aaron, Harold C. Sun, Franjo Ivancic, Dimitris N. Metaxas:
A Hybrid Dynamical Systems Approach to Intelligent Low-Level Navigation. CA 2002: 154-163 - [c71]Eric Aaron, Franjo Ivancic, Dimitris N. Metaxas:
Hybrid System Models of Navigation Strategies for Games and Animations. HSCC 2002: 7-20 - [c70]Ting Chen, Dimitris N. Metaxas:
Integration of Gibbs Prior Models and Deformable Models for 3D Medical Image Segmentation. ICPR (1) 2002: 719-722 - [c69]Anant Madabhushi, Dimitris N. Metaxas:
Automatic boundary extraction of ultrasonic breast lesions. ISBI 2002: 601-604 - [c68]Albert Montillo, Dimitris N. Metaxas, Leon Axel:
Automated Segmentation of the Left and Right Ventricles in 4D Cardiac SPAMM Images. MICCAI (1) 2002: 620-633 - [c67]Zhenhua Hu, Dimitris N. Metaxas, Leon Axel:
In-vivo Strain and Stress Estimation of the Left Ventricle from MRI Images. MICCAI (1) 2002: 706-713 - [c66]Kyoungju Park, Dimitris N. Metaxas, Leon Axel:
LV-RV Shape Modeling Based on a Blended Parameterized Model. MICCAI (1) 2002: 753-761 - [c65]Eric Aaron, Dimitris N. Metaxas:
Considering Hierarchical Hybrid Systems for Intelligent Animated Agents. WRAC 2002: 215-229 - 2001
- [j28]Siome Goldenstein, Menelaos I. Karavelas, Dimitris N. Metaxas, Leonidas J. Guibas, Eric Aaron, Ambarish Goswami:
Scalable nonlinear dynamical systems for agent steering and crowd simulation. Comput. Graph. 25(6): 983-998 (2001) - [j27]Christian Vogler, Dimitris N. Metaxas:
A Framework for Recognizing the Simultaneous Aspects of American Sign Language. Comput. Vis. Image Underst. 81(3): 358-384 (2001) - [c64]Koji Ashida, Seung-Joo Lee, Jan M. Allbeck, Harold C. Sun, Norman I. Badler, Dimitris N. Metaxas:
Pedestrians: creating agent behaviors through statistical analysis of observation data. CA 2001: 84-92 - [c63]Suejung B. Huh, Dimitris N. Metaxas, Norman I. Badler:
Collision resolutions in cloth simulation. CA 2001: 122-127 - [c62]Siome Goldenstein, Christian Vogler, Dimitris N. Metaxas:
Affine Arithmetic Based Estimation of Cue Distributions in Deformable Model Tracking. CVPR (1) 2001: I:1098-1105 - [c61]Cristian Sminchisescu, Dimitris N. Metaxas, Sven J. Dickinson:
Improving the Scope of Deformable Model Shape and Motion Estimation. CVPR (1) 2001: I:485-492 - [c60]Siome Goldenstein, Menelaos I. Karavelas, Dimitris N. Metaxas, Leonidas J. Guibas, Ambarish Goswami:
Scalable Dynamical Systems for Multi-Agent Steering and Simulation. ICRA 2001: 3973-3980 - [c59]Eric Aaron, Dimitris N. Metaxas, Franjo Ivancic:
A Framework for Reasoning about Animation Systems. IVA 2001: 47-60 - [c58]Celina Imielinska, Dimitris N. Metaxas, Jayaram K. Udupa, Yinpeng Jin, Ting Chen:
Hybrid Segmentation of Anatomical Data. MICCAI 2001: 1048-1057 - [c57]Fred S. Azar, Dimitris N. Metaxas, Mitchell D. Schnall:
Methods for Modeling and Predicting Mechanical Deformations of the Breast Under External Perturbations. MICCAI 2001: 1267-1270 - [c56]Harold C. Sun, Dimitris N. Metaxas:
Automating gait generation. SIGGRAPH 2001: 261-270 - 2000
- [j26]Nick Foster, Dimitris N. Metaxas:
Modeling water for computer animation. Commun. ACM 43(7): 60-67 (2000) - [j25]Idith Haber, Dimitris N. Metaxas, Leon Axel:
Using tagged MRI to reconstruct a 3D heartbeat. Comput. Sci. Eng. 2(5): 18-30 (2000) - [j24]Douglas DeCarlo, Dimitris N. Metaxas:
Optical Flow Constraints on Deformable Models with Applications to Face Tracking. Int. J. Comput. Vis. 38(2): 99-127 (2000) - [j23]Idith Haber, Dimitris N. Metaxas, Leon Axel:
Three-dimensional motion reconstruction and analysis of the right ventricle using tagged MRI. Medical Image Anal. 4(4): 335-355 (2000) - [j22]Ioannis A. Kakadiaris, Dimitris N. Metaxas:
Model-Based Estimation of 3D Human Motion. IEEE Trans. Pattern Anal. Mach. Intell. 22(12): 1453-1459 (2000) - [c55]Gang Huang, Dimitris N. Metaxas, Janzen Lo:
LaTex Human Motion Planning Based on Recursive Dynamics and Optimal Control Techniques. Computer Graphics International 2000: 19-28 - [c54]Dimitris Samaras, Dimitris N. Metaxas, Pascal Fua, Yvan G. Leclerc:
Variable Albedo Surface Reconstruction from Stereo and Shape from Shading. CVPR 2000: 1480-1487 - [c53]Christian Vogler, Harold C. Sun, Dimitris N. Metaxas:
A Framework for Motion Recognition with Applications to American Sign Language and Gait Recognition. Workshop on Human Motion 2000: 33-38 - [c52]Ting Chen, Dimitris N. Metaxas:
Image Segmentation Based on the Integration of Markov Random Fields and Deformable Models. MICCAI 2000: 256-265 - [c51]Harold C. Sun, Dimitris N. Metaxas:
Animation of Human Locomotion Using Sagittal Elevation Angles. PG 2000: 429- - [c50]Rungun Ramanathan, Dimitris N. Metaxas:
Dynamic Deformable Models for Enhanced Haptic Rendering in Virtual Environments. VR 2000: 31-36
1990 – 1999
- 1999
- [j21]Jinah Park, Dimitris N. Metaxas, Leon Axel, Qing Yuan, Aaron S. Blom:
Cascaded MRI-SPAMM for LV motion analysis during a whole cardiac cycle. Int. J. Medical Informatics 55(2): 117-126 (1999) - [j20]Siome Goldenstein, Edward W. Large, Dimitris N. Metaxas:
Non-linear dynamical system approach to behavior modeling. Vis. Comput. 15(7/8): 349-364 (1999) - [c49]Dimitris N. Metaxas:
Deformable Models for Segmentation, 3D Shape and Motion Estimation and Recognition. BMVC 1999: 1-11 - [c48]Janzen Lo, Dimitris N. Metaxas:
Recursive Dynamics and Optimal Control Techniques for Human Motion Planning. CA 1999: 220- - [c47]Douglas DeCarlo, Dimitris N. Metaxas:
Combining Information using Hard Constraints. CVPR 1999: 2132-2138 - [c46]Christian Vogler, Dimitris N. Metaxas:
Toward Scalability in ASL Recognition: Breaking Down Signs into Phonemes. Gesture Workshop 1999: 211-224 - [c45]Christian Vogler, Dimitris N. Metaxas:
Parallel Hidden Markov Models for American Sign Language Recognition. ICCV 1999: 116-122 - [c44]Dimitris Samaras, Dimitris N. Metaxas:
Coupled Lighting Direction and Shape Estimation from Single Images. ICCV 1999: 868-874 - 1998
- [j19]Ioannis A. Kakadiaris, Dimitris N. Metaxas:
Three-Dimensional Human Body Model Acquisition from Multiple Views. Int. J. Comput. Vis. 30(3): 191-218 (1998) - [j18]John K. Tsotsos, Gilbert Verghese, Sven J. Dickinson, Michael R. M. Jenkin, Allan D. Jepson, Evangelos E. Milios, Fernando Nuflo, Suzanne Stevenson, Michael J. Black, Dimitris N. Metaxas:
PLAYBOT A visually-guided robot for physically disabled children. Image Vis. Comput. 16(4): 275-292 (1998) - [j17]Jonathan M. Kaye, Frank P. Primiano Jr., Dimitris N. Metaxas:
A three-dimensional virtual environment for modeling mechanical cardiopulmonary interactions. Medical Image Anal. 2(2): 169-195 (1998) - [j16]Douglas DeCarlo, Dimitris N. Metaxas:
Shape Evolution With Structural and Topological Changes Using Blending. IEEE Trans. Pattern Anal. Mach. Intell. 20(11): 1186-1205 (1998) - [c43]Siome Goldenstein, Edward W. Large, Dimitris N. Metaxas:
Dynamic Autonomous Agents: Game Applications. CA 1998: 25- - [c42]Ioannis A. Kakadiaris, Dimitris N. Metaxas:
Vision-Based Animation of Digital Humans. CA 1998: 144- - [c41]Dimitris Samaras, Dimitris N. Metaxas:
Incorporating Illumination Constraints in Deformable Models. CVPR 1998: 322-329 - [c40]Timothy N. Jones, Dimitris N. Metaxas:
Image Segmentation Based on the Integration of Pixel Affinity and Deformable Models. CVPR 1998: 330-337 - [c39]Douglas DeCarlo, Dimitris N. Metaxas:
Deformable Model-Based Shape and Motion Analysis from Images using Motion Residual Error. ICCV 1998: 113-119 - [c38]Christian Vogler, Dimitris N. Metaxas:
ASL Recognition Based on a Coupling Between HMMs and 3D Motion Analysis. ICCV 1998: 363-369 - [c37]Jinah Park, Dimitris N. Metaxas, Leon Axel:
Complete Left Ventricular Wall Motion Estimation from Cascaded MRI-SPAMM Data. MedInfo 1998: 1063-1065 - [c36]Timothy N. Jones, Dimitris N. Metaxas:
Patient-Specific Analysis of Left Ventricular Blood Flow. MICCAI 1998: 156-166 - [c35]Edith Haber, Dimitris N. Metaxas, Leon Axel:
Motion Analysis of the Right Ventricle From MRI Images. MICCAI 1998: 177-188 - [c34]Douglas DeCarlo, Dimitris N. Metaxas, Matthew Stone:
An Anthropometric Face Model Using Variational Techniques. SIGGRAPH 1998: 67-74 - [c33]Jonathan M. Kaye, Dimitris N. Metaxas, Frank P. Primiano Jr.:
Coupled models for visualizing respiratory mechanics. SIGGRAPH Abstracts and Applications 1998: 286 - 1997
- [j15]Dimitris N. Metaxas, Demetri Terzopoulos:
Guest Editors' Introduction. Comput. Vis. Image Underst. 65(2): 111-112 (1997) - [j14]Ioannis A. Kakadiaris, Dimitris N. Metaxas, Ruzena Bajcsy:
Inferring 2D Object Structure from the Deformation of Apparent Contours. Comput. Vis. Image Underst. 65(2): 129-147 (1997) - [j13]Dimitris N. Metaxas, Eunyoung Koh, Norman I. Badler:
Multi-Level Shape Representation Using Global Deformations and Locally Adaptive Finite Elements. Int. J. Comput. Vis. 25(1): 49-61 (1997) - [j12]Sven J. Dickinson, Dimitris N. Metaxas, Alex Pentland:
The Role of Model-Based Segmentation in the Recovery of Volumetric Parts From Range Data. IEEE Trans. Pattern Anal. Mach. Intell. 19(3): 259-267 (1997) - [c32]Nick Foster, Dimitris N. Metaxas:
Controlling Fluid Animation. Computer Graphics International 1997: 178-188 - [c31]Timothy N. Jones, Dimitris N. Metaxas:
Segmentation using deformable models with affinity-based localization. CVRMed 1997: 53-62 - [c30]Jonathan M. Kaye, Dimitris N. Metaxas, Frank P. Primiano Jr.:
A 3D virtual environment for modeling mechanical cardiopulmonary interactions. CVRMed 1997: 389-398 - [c29]Timothy N. Jones, Dimitris N. Metaxas:
Automated 3D Segmentation Using Deformable Models and Fuzzy Affinity. IPMI 1997: 113-126 - [c28]Nick Foster, Dimitris N. Metaxas:
Modeling the motion of a hot, turbulent gas. SIGGRAPH 1997: 181-188 - [c27]Ioannis A. Kakadiaris, Dimitris N. Metaxas:
Passive 3D human motion capture. SIGGRAPH Visual Proceedings 1997: 223 - 1996
- [j11]Nick Foster, Dimitris N. Metaxas:
Realistic Animation of Liquids. CVGIP Graph. Model. Image Process. 58(5): 471-483 (1996) - [j10]Jinah Park, Dimitris N. Metaxas, Leon Axel:
Analysis of left ventricular wall motion based on volumetric deformable models and MRI-SPAMM. Medical Image Anal. 1(1): 53-71 (1996) - [j9]Douglas DeCarlo, Dimitris N. Metaxas:
Blended Deformable Models. IEEE Trans. Pattern Anal. Mach. Intell. 18(4): 443-448 (1996) - [j8]Jinah Park, Dimitris N. Metaxas, Alistair A. Young, Leon Axel:
Deformable models with parameter functions for cardiac motion analysis from tagged MRI data. IEEE Trans. Medical Imaging 15(3): 278-289 (1996) - [c26]Evangelos Kokkevis, Dimitris N. Metaxas, Norman I. Badler:
User-Controlled Physics-Based Animation for Articulated Figures. CA 1996: 16-26 - [c25]Ioannis A. Kakadiaris, Dimitris N. Metaxas:
Model-based estimation of 3D human motion with occlusion based on active multi-viewpoint selection. CVPR 1996: 81-87 - [c24]Douglas DeCarlo, Dimitris N. Metaxas:
The Integration of Optical Flow and Deformable Models with Applications to Human Face Shape and Motion Estimation. CVPR 1996: 231-238 - [c23]Dimitris N. Metaxas, Ioannis A. Kakadiaris:
Elastically Adaptive Deformable Models. ECCV (2) 1996: 550-559 - [c22]Douglas DeCarlo, Dimitris N. Metaxas:
Deformable Model-Based Face Shape and Motion Estimation. FG 1996: 146-150 - [c21]Jürgen Haas, Dimitris N. Metaxas:
Automated Hypothesis Formation of Molecular Structures and Interactions using Physics-based Modeling and Simulation. German Conference on Bioinformatics 1996: 211-213 - [c20]Nick Foster, Dimitris N. Metaxas:
Realistic Animation of Liquids. Graphics Interface 1996: 204-212 - 1995
- [j7]Norman I. Badler, Dimitris N. Metaxas, Bonnie L. Webber, Mark Steedman:
The Center for Human Modeling and Simulation. Presence Teleoperators Virtual Environ. 4(1): 81-96 (1995) - [c19]Ioannis A. Kakadiaris, Dimitris N. Metaxas:
3D Human Body Model Acquisition from Multiple Views. ICCV 1995: 618-623 - [c18]Jinah Park, Dimitris N. Metaxas, Leon Axel:
Volumetric Deformable Models with Parameter Functions: A New Approach to the 3D Motion Analysis of the LV from MRI-SPAMM. ICCV 1995: 700-705 - [c17]Douglas DeCarlo, Dimitris N. Metaxas:
Adaptive Shape Evolution Using Blending. ICCV 1995: 834-839 - 1994
- [j6]Sven J. Dickinson, Dimitris N. Metaxas:
Integrating qualitative and quantitative shape recovery. Int. J. Comput. Vis. 13(3): 311-330 (1994) - [c16]Michael Chan, Dimitris N. Metaxas, Sven J. Dickinson:
A New Approach to Tracking 3D Objects in 2D Image Sequences. AAAI 1994: 960-965 - [c15]Jinah Park, Dimitris N. Metaxas, Alistair A. Young, Leon Axel:
Model-based analysis of cardiac motion from tagged MRI data. CBMS 1994: 40-45 - [c14]Jean Ponce, Ruzena Bajcsy, Dimitris N. Metaxas, Thomas O. Binford, David A. Forsyth, Martial Hebert, Katsushi Ikeuchi, Avinash C. Kak, Linda G. Shapiro, Stan Sclaroff, Alex Pentland, George C. Stockman:
Object representation for object recognition. CVPR 1994: 147-152 - [c13]Jinah Park, Dimitris N. Metaxas, Alistair A. Young:
Deformable models with parameter functions: application to heart-wall modeling. CVPR 1994: 437-442 - [c12]Douglas DeCarlo, Dimitris N. Metaxas:
Blended deformable models. CVPR 1994: 566-572 - [c11]Ioannis A. Kakadiaris, Dimitris N. Metaxas, Ruzena Bajcsy:
Active part-decomposition, shape and motion estimation of articulated objects: a physics-based approach. CVPR 1994: 980-984 - [c10]Eunyoung Koh, Dimitris N. Metaxas, Norman I. Badler:
Hierarchical Shape Representation Using Locally Adaptive Finite Elements. ECCV (1) 1994: 441-446 - [c9]Michael Chan, Dimitris N. Metaxas:
Physics-based object pose and shape estimation from multiple views. ICPR (1) 1994: 326-330 - [c8]Michael Chan, Dimitris N. Metaxas, Sven J. Dickinson:
Physics-based tracking of 3D objects in 2D image sequences. ICPR (1) 1994: 432-436 - [c7]Dimitris N. Metaxas:
A Physics-Based Framework for Segmentation, Shape and Motion Estimation. Object Representation in Computer Vision 1994: 233-247 - 1993
- [j5]Dimitris N. Metaxas, Demetri Terzopoulos:
Shape and Nonrigid Motion Estimation Through Physics-Based Synthesis. IEEE Trans. Pattern Anal. Mach. Intell. 15(6): 580-591 (1993) - [c6]Dimitris N. Metaxas, Sven J. Dickinson:
Integration of quantitative and qualitative techniques for deformable model fitting from orthographic, perspective, and stereo projections. ICCV 1993: 641-649 - 1992
- [j4]Dimitris N. Metaxas, Evangelos E. Milios:
Reconstruction of a color image from nonuniformly distributed sparse and noisy data. CVGIP Graph. Model. Image Process. 54(2): 103-111 (1992) - [c5]Dimitris N. Metaxas, Demetri Terzopoulos:
Dynamic deformation of solid primitives with constraints. SIGGRAPH 1992: 309-312 - 1991
- [j3]Dimitris N. Metaxas, Timos K. Sellis:
A frame-based model for large manufacturing databases. J. Intell. Manuf. 2(1): 53-60 (1991) - [j2]Demetri Terzopoulos, Dimitris N. Metaxas:
Dynamic 3D Models with Local and Global Deformations: Deformable Superquadrics. IEEE Trans. Pattern Anal. Mach. Intell. 13(7): 703-714 (1991) - [j1]Christos Faloutsos, Dimitris N. Metaxas:
Disk Allocation Methods Using Error Correcting Codes. IEEE Trans. Computers 40(8): 907-914 (1991) - [c4]Dimitris N. Metaxas, Demetri Terzopoulos:
Constrained deformable superquadrics and nonrigid motion tracking. CVPR 1991: 337-343 - 1990
- [c3]Dimitris N. Metaxas, Evangelos E. Milios:
Color Image Reconstruction from nonuniform Sparse samples using a thin plate Model. Eurographics 1990 - [c2]Demetri Terzopoulos, Dimitris N. Metaxas:
Dynamic 3D models with local and global deformations: deformable superquadrics. ICCV 1990: 606-615
1980 – 1989
- 1989
- [c1]Christos Faloutsos, Dimitris N. Metaxas:
Declustering Using Error Correcting Codes. PODS 1989: 253-258
Coauthor Index
[c475] [c473] [i164] [c464] [c458] [c449] [i132] [i130] [i126] [j147] [c439] [c435] [c431] [i111] [i107] [i104] [c415] [c414] [i88] [c410] [c398] [c397] [i76] [i59] [c386] [c382] [c379] [c375] [i49] [c362] [c356] [j113] [c332] [c329] [c322] [c319] [c294] [c290] [j88] [j87] [c278] [c258] [c257] [c256] [c255] [c254] [c239] [c238] [j69] [c222] [c221] [c215] [c213] [e7] [j65] [j62] [c193] [c188] [c183] [c177] [c176] [c174] [c173] [c172] [c171] [c170] [e4] [e3] [c163] [c151] [c149] [c148] [c147] [c145] [c143] [c133] [c132] [c130] [c123] [c120] [c118] [j43] [c113] [c110] [c102] [c89] [c88] [j36] [c83] [c82] [c81] [c80] [c75] [c68] [c67] [c66] [j25] [j23] [j21] [c37] [c35] [j10] [j8] [c18] [c15]
Manmohan Krishna Chandraker
aka: Manmohan Chandraker
aka: Manmohan Chandraker
[c482] [c478] [c476] [c475] [c474] [c471] [i165] [i164] [i161] [i150] [c470] [c457] [c452] [c450] [i147] [i144] [i143] [i139] [i138] [i133] [c448] [c447] [c442] [c435] [i122] [i119] [i117] [i114] [i107] [c427] [c422] [c417] [c416] [c413] [i94] [i85] [i81] [i80] [c405] [i64] [i60] [c394] [i54] [c365] [i34] [i28]
[c474] [i143] [i133] [c368] [j104] [j103] [c312] [c310] [i6] [j98] [j92] [j91] [c299] [c289] [c285] [j84] [c263] [c260] [c257] [c255] [j80] [j78] [c247] [c246] [c242] [c241] [c239] [c233] [c231] [j77] [j75] [j74] [j73] [c227] [c225] [c223] [c222] [c221] [c218] [c217] [c214] [c212] [c209] [c205] [c202] [c201] [c198] [c192] [c190] [c184] [c174] [c172] [c161] [c148] [c145] [c121]
[c409] [c404] [i70] [j127] [j125] [c391] [c372] [i56] [i44] [i42] [j121] [j116] [c367] [c363] [c360] [c343] [i38] [i36] [i30] [j115] [j114] [c342] [c341] [c339] [c337] [c336] [c334] [i26] [i25] [i21] [i20] [i19] [i18] [i17] [c321] [i15] [c312] [c310] [c309] [i7] [i6] [j98] [c299] [c298] [c286] [c285]
Gavriil Tsechpenakis
aka: Gabriel Tsechpenakis
aka: Gabriel Tsechpenakis
[j134] [j130] [c396] [i68] [j122] [c393] [c390] [c386] [c383] [c381] [c380] [c375] [c373] [c370] [i58] [i57] [i53] [i50] [i49] [i48] [i43] [i41] [j120] [j118] [c369] [c364] [c358] [c355] [c354] [c352] [c351] [c347] [c345] [c344] [i35] [i31] [i29] [i27] [c338] [c333] [i16] [j112] [c327] [c326] [c322] [c319]
[j158] [i158] [i151] [j156] [j155] [j154] [j153] [j149] [j148] [c444] [c443] [c434] [c432] [i115] [i113] [i110] [i109] [j144] [j143] [j142] [j141] [j139] [c424] [i99] [i97] [i89] [i82] [j136] [j133] [j129] [c400] [i71] [i65] [i61] [j122] [i53] [i40] [j117] [j116] [c348] [i32] [j115] [c339] [c334] [i20] [i18] [j110] [c319] [p4] [e10] [i10] [i9] [j108] [j105] [j104] [j103] [j102] [c313] [c311] [c308] [c307] [c306] [c304] [c303] [e9] [i8] [i5] [i4] [j100] [j99] [j98] [j97] [j95] [j94] [j93] [j92] [c299] [c298] [c296] [c295] [c292] [c291] [c289] [j89] [j87] [c285] [c284] [c283] [c279] [c278] [c277] [c275] [c272] [c271] [c269] [e8] [j84] [j82] [c266] [c264] [c262] [c260] [c258] [c257] [c256] [c255] [c254] [c253] [c252] [c251] [c250] [c249] [j81] [j80] [j79] [j78] [c246] [c245] [c239] [c238] [c237] [c236] [c233] [c231] [c230] [j77] [j75] [j73] [c227] [c222] [c221] [c218] [c217] [c214] [c213] [c212] [c209] [c208] [c205] [c204] [c202] [c201] [c198] [c196] [c189] [c188] [c171]
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last updated on 2025-07-19 03:11 CEST by the dblp team
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