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Xi Wu 0004
Person information
- affiliation: Chengdu University of Information Technology, School of Computer Science, China
- affiliation (PhD 2012): Sichuan University, College of Electronic and Information Engineering, Chengdu, China
Other persons with the same name
- Xi Wu — disambiguation page
- Xi Wu 0001 — Google Inc, Mountain View, CA, USA (and 2 more)
- Xi Wu 0002 — North China University of Technology, College of Science, China
- Xi Wu 0003 — Hefei University of Technology, China
- Xi Wu 0005 — University of Queensland, School of Information Technology and Electrical Engineering, Brisbane, QLD, Australia (and 1 more)
- Xi Wu 0006 — Southeast University, School of Electrical Engineering, Nanjing, China
- Xi Wu 0007 — University of Southern Mississippi, School of Computing, Hattiesburg, MS, USA
- Xi Wu 0008 — Beijing University of Posts and Telecommunications, Key Laboratory of Universal Wireless Communications, China
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2020 – today
- 2024
- [j68]Xiaojie Li, Xin Fei, Zhe Yan, Hongping Ren, Canghong Shi, Xian Zhang, Imran Mumtaz, Yong Luo, Xi Wu:
CAGAN: Classifier-augmented generative adversarial networks for weakly-supervised COVID-19 lung lesion localisation. IET Comput. Vis. 18(1): 1-14 (2024) - [j67]Shuang Cai, Shanmin Yang, Jing Hu, Xi Wu:
Dual-granularity feature fusion in visible-infrared person re-identification. IET Image Process. 18(4): 972-980 (2024) - [j66]Haichuan Zhang, Hong Su, Xi Wu, Yuliang Yang:
Cross-Chain Interoperability and Collaboration for Keyword-Based Embedded Smart Contracts in Internet of Things. IEEE Internet Things J. 11(6): 10791-10807 (2024) - [j65]Yan Wang, Yanmei Luo, Chen Zu, Bo Zhan, Zhengyang Jiao, Xi Wu, Jiliu Zhou, Dinggang Shen, Luping Zhou:
3D multi-modality Transformer-GAN for high-quality PET reconstruction. Medical Image Anal. 91: 102983 (2024) - [j64]Cheng Tang, Xinyi Zeng, Luping Zhou, Qizheng Zhou, Peng Wang, Xi Wu, Hongping Ren, Jiliu Zhou, Yan Wang:
Semi-supervised medical image segmentation via hard positives oriented contrastive learning. Pattern Recognit. 146: 110020 (2024) - [j63]Qiankun Ma, Jie Zeng, Jianjia Zhang, Chen Zu, Xi Wu, Jiliu Zhou, Jie Chen, Yan Wang:
Source-free domain adaptation via dynamic pseudo labeling and Self-supervision. Pattern Recognit. 156: 110793 (2024) - [j62]Jiaqi Cui, Hanci Zheng, Yuanjun Liu, Xi Wu, Yan Wang:
Ma2SP: Missing-Aware Prompting With Modality-Adaptive Integration for Incomplete Multi-Modal Survival Prediction. IEEE Signal Process. Lett. 31: 2455-2459 (2024) - [j61]Shanmin Yang, Qing Ren, Ningfang Zhou, Yan Zhang, Xi Wu:
Deep Learning for Near-Surface Air Temperature Estimation From FengYun 4A Satellite Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 13108-13119 (2024) - [j60]Yujie Yang, Hanci Zheng, Yuanyuan Xu, Chen Zu, Xi Wu, Jiliu Zhou, Yan Wang:
Exploring Domain-Invariant Feature Space for Unsupervised Cross-Domain Facial Expression Recognition via Diffusion Model. IEEE Trans. Instrum. Meas. 73: 1-9 (2024) - [c57]Jiaqi Cui, Yan Wang, Lu Wen, Pinxian Zeng, Xi Wu, Jiliu Zhou, Dinggang Shen:
Image2Points: A 3D Point-Based Context Clusters GAN for High-Quality Pet Image Reconstruction. ICASSP 2024: 1726-1730 - [c56]Lu Wen, Zhenghao Feng, Yun Hou, Peng Wang, Xi Wu, Jiliu Zhou, Yan Wang:
DCL-Net: Dual Contrastive Learning Network for Semi-Supervised Multi-Organ Segmentation. ICASSP 2024: 1876-1880 - [c55]Tiewen Chen, Shanmin Yang, Shu Hu, Zhenghan Fang, Ying Fu, Xi Wu, Xin Wang:
Masked Conditional Diffusion Model for Enhancing Deepfake Detection. IJCNN 2024: 1-7 - [c54]Qinrui Fan, Chengxu Wu, Shu Hu, Xi Wu, Xin Wang, Jing Hu:
Efficient Image Super-Resolution via Symmetric Visual Attention Network. IJCNN 2024: 1-7 - [c53]Yicui Peng, Hao Chen, Chingsheng Lin, Guo Huang, Jinrong Hu, Hui Guo, Bin Kong, Shu Hu, Xi Wu, Xin Wang:
Uncertainty-Aware Explainable Recommendation with Large Language Models. IJCNN 2024: 1-8 - [c52]Lei Zhang, Hao Chen, Shu Hu, Bin Zhu, Chingsheng Lin, Xi Wu, Jinrong Hu, Xin Wang:
X-Transfer: A Transfer Learning-Based Framework for GAN-Generated Fake Image Detection. IJCNN 2024: 1-8 - [c51]Jing Hu, Qinrui Fan, Shu Hu, Siwei Lyu, Xi Wu, Xin Wang:
UMedNeRF: Uncertainty-Aware Single View Volumetric Rendering For Medical Neural Radiance Fields. ISBI 2024: 1-4 - [c50]Peng Huang, Shu Hu, Bo Peng, Jiashu Zhang, Xi Wu, Xin Wang:
Robustly Optimized Deep Feature Decoupling Network for Fatty Liver Diseases Detection. MICCAI (1) 2024: 68-78 - [c49]Jiaqi Cui, Xinyi Zeng, Pinxian Zeng, Bo Liu, Xi Wu, Jiliu Zhou, Yan Wang:
MCAD: Multi-modal Conditioned Adversarial Diffusion Model for High-Quality PET Image Reconstruction. MICCAI (7) 2024: 467-477 - [c48]Yuxiang Yang, Lu Wen, Xinyi Zeng, Yuanyuan Xu, Xi Wu, Jiliu Zhou, Yan Wang:
Learning with Alignments: Tackling the Inter- and Intra-domain Shifts for Cross-multidomain Facial Expression Recognition. ACM Multimedia 2024: 4236-4245 - [i32]Chengxu Wu, Qinrui Fan, Shu Hu, Xi Wu, Xin Wang, Jing Hu:
Efficient Image Super-Resolution via Symmetric Visual Attention Network. CoRR abs/2401.08913 (2024) - [i31]Jiaqi Cui, Yan Wang, Lu Wen, Pinxian Zeng, Xi Wu, Jiliu Zhou, Dinggang Shen:
Image2Points: A 3D Point-based Context Clusters GAN for High-Quality PET Image Reconstruction. CoRR abs/2402.00376 (2024) - [i30]Tiewen Chen, Shanmin Yang, Shu Hu, Zhenghan Fang, Ying Fu, Xi Wu, Xin Wang:
Masked Conditional Diffusion Model for Enhancing Deepfake Detection. CoRR abs/2402.00541 (2024) - [i29]Yicui Peng, Hao Chen, Chingsheng Lin, Guo Huang, Jinrong Hu, Hui Guo, Bin Kong, Shu Hu, Xi Wu, Xin Wang:
Uncertainty-Aware Explainable Recommendation with Large Language Models. CoRR abs/2402.03366 (2024) - [i28]Lu Wen, Zhenghao Feng, Yun Hou, Peng Wang, Xi Wu, Jiliu Zhou, Yan Wang:
Dcl-Net: Dual Contrastive Learning Network for Semi-Supervised Multi-Organ Segmentation. CoRR abs/2403.03512 (2024) - [i27]Jiaqi Cui, Xinyi Zeng, Pinxian Zeng, Bo Liu, Xi Wu, Jiliu Zhou, Yan Wang:
MCAD: Multi-modal Conditioned Adversarial Diffusion Model for High-Quality PET Image Reconstruction. CoRR abs/2406.13150 (2024) - [i26]Peng Huang, Shu Hu, Bo Peng, Jiashu Zhang, Xi Wu, Xin Wang:
Robustly Optimized Deep Feature Decoupling Network for Fatty Liver Diseases Detection. CoRR abs/2406.17338 (2024) - [i25]Yuxiang Yang, Lu Wen, Xinyi Zeng, Yuanyuan Xu, Xi Wu, Jiliu Zhou, Yan Wang:
Learning with Alignments: Tackling the Inter- and Intra-domain Shifts for Cross-multidomain Facial Expression Recognition. CoRR abs/2407.05688 (2024) - [i24]Jiaqi Cui, Pinxian Zeng, Yuanyuan Xu, Xi Wu, Jiliu Zhou, Yan Wang:
S3PET: Semi-supervised Standard-dose PET Image Reconstruction via Dose-aware Token Swap. CoRR abs/2407.20878 (2024) - [i23]Jingfu Yang, Peng Huang, Jing Hu, Shu Hu, Siwei Lyu, Xin Wang, Jun Guo, Xi Wu:
An Explainable Non-local Network for COVID-19 Diagnosis. CoRR abs/2408.04300 (2024) - [i22]Lu Wen, Wenxia Yin, Zhenghao Feng, Xi Wu, Deng Xiong, Yan Wang:
ARANet: Attention-based Residual Adversarial Network with Deep Supervision for Radiotherapy Dose Prediction of Cervical Cancer. CoRR abs/2408.13981 (2024) - [i21]Yuxiang Yang, Xinyi Zeng, Pinxian Zeng, Binyu Yan, Xi Wu, Jiliu Zhou, Yan Wang:
BTMuda: A Bi-level Multi-source unsupervised domain adaptation framework for breast cancer diagnosis. CoRR abs/2408.17054 (2024) - 2023
- [j59]Jing Hu, Zhikun Shuai, Xin Wang, Shu Hu, Shanhui Sun, Siwei Lyu, Xi Wu:
Attention Guided Policy Optimization for 3D Medical Image Registration. IEEE Access 11: 65546-65558 (2023) - [j58]Xin Fei, Xiaojie Li, Canghong Shi, Hongping Ren, Imran Mumtaz, Jun Guo, Yu Wu, Yong Luo, Jiancheng Lv, Xi Wu:
Dual-feature Fusion Attention Network for Small Object Segmentation. Comput. Biol. Medicine 160: 106985 (2023) - [j57]Yujie Yang, Lin Hu, Chen Zu, Qizheng Zhou, Xi Wu, Jiliu Zhou, Yan Wang:
Facial Expression Recognition with Contrastive Learning and Uncertainty-Guided Relabeling. Int. J. Neural Syst. 33(6): 2350032:1-2350032:16 (2023) - [j56]Lu Wen, Jianghong Xiao, Shuai Tan, Xi Wu, Jiliu Zhou, Xingchen Peng, Yan Wang:
A Transformer-Embedded Multi-Task Model for Dose Distribution Prediction. Int. J. Neural Syst. 33(8): 2350043:1-2350043:16 (2023) - [j55]Jiaqi Cui, Jianghong Xiao, Yun Hou, Xi Wu, Jiliu Zhou, Xingchen Peng, Yan Wang:
Unsupervised Domain Adaptive Dose Prediction via Cross-Attention Transformer and Target-Specific Knowledge Preservation. Int. J. Neural Syst. 33(11): 2350057:1-2350057:16 (2023) - [j54]Yuang Shi, Chen Zu, Pinli Yang, Shuai Tan, Hongping Ren, Xi Wu, Jiliu Zhou, Yan Wang:
Uncertainty-weighted and relation-driven consistency training for semi-supervised head-and-neck tumor segmentation. Knowl. Based Syst. 272: 110598 (2023) - [j53]Zhengyang Jiao, Xingchen Peng, Yan Wang, Jianghong Xiao, Dong Nie, Xi Wu, Xin Wang, Jiliu Zhou, Dinggang Shen:
TransDose: Transformer-based radiotherapy dose prediction from CT images guided by super-pixel-level GCN classification. Medical Image Anal. 89: 102902 (2023) - [j52]Pinli Yang, Xingchen Peng, Jianghong Xiao, Xi Wu, Jiliu Zhou, Yan Wang:
Automatic Head-and-Neck Tumor Segmentation in MRI via an End-to-End Adversarial Network. Neural Process. Lett. 55(7): 9931-9948 (2023) - [j51]Lu Wen, Jianghong Xiao, Jie Zeng, Chen Zu, Xi Wu, Jiliu Zhou, Xingchen Peng, Yan Wang:
Multi-level progressive transfer learning for cervical cancer dose prediction. Pattern Recognit. 141: 109606 (2023) - [j50]Yang Zhang, Xian Zhang, Canghong Shi, Xi Wu, Xiaojie Li, Jing Peng, Kunlin Cao, Jiancheng Lv, Jiliu Zhou:
Pluralistic Face Inpainting With Transformation of Attribute Information. IEEE Trans. Multim. 25: 7967-7979 (2023) - [c47]Hao Chen, Peng Zheng, Xin Wang, Shu Hu, Bin Zhu, Jinrong Hu, Xi Wu, Siwei Lyu:
Harnessing the Power of Text-image Contrastive Models for Automatic Detection of Online Misinformation. CVPR Workshops 2023: 923-932 - [c46]Yawei Li, Yulun Zhang, Radu Timofte, Luc Van Gool, Lei Yu, Youwei Li, Xinpeng Li, Ting Jiang, Qi Wu, Mingyan Han, Wenjie Lin, Chengzhi Jiang, Jinting Luo, Haoqiang Fan, Shuaicheng Liu, Yucong Wang, Minjie Cai, Mingxi Li, Yuhang Zhang, Xianjun Fan, Yankai Sheng, Yanyu Mao, Nihao Zhang, Qian Wang, Mingjun Zheng, Long Sun, Jinshan Pan, Jiangxin Dong, Jinhui Tang, Zhongbao Yang, Yan Wang, Erlin Pan, Qixuan Cai, Xinan Dai, Magauiya Zhussip, Nikolay Kalyazin, Dmitry Vyal, Xueyi Zou, Youliang Yan, Heaseo Chung, Jin Zhang, Gaocheng Yu, Feng Zhang, Hongbin Wang, Bohao Liao, Zhibo Du, Yu-Liang Wu, Gege Shi, Long Peng, Yang Wang, Yang Cao, Zhengjun Zha, Zhi-Kai Huang, Yi-Chung Chen, Yuan-Chun Chiang, Hao-Hsiang Yang, Wei-Ting Chen, Hua-En Chang, I-Hsiang Chen, Chia-Hsuan Hsieh, Sy-Yen Kuo, Xin Liu, Jiahao Pan, Hongyuan Yu, Weichen Yu, Lin Ge, Jiahua Dong, Yajun Zou, Zhuoyuan Wu, Binnan Han, Xiaolin Zhang, Heng Zhang, Xuanwu Yin, Kunlong Zuo, Weijian Deng, Hongjie Yuan, Zengtong Lu, Mingyu Ouyang, Wenzhuo Ma, Nian Liu, Hanyou Zheng, Yuantong Zhang, Junxi Zhang, Zhenzhong Chen, Garas Gendy, Nabil Sabor, Jingchao Hou, Guanghui He, Yurui Zhu, Xi Wang, Xueyang Fu, Zheng-Jun Zha, Daheng Yin, Mengyang Liu, Baijun Chen, Ao Li, Lei Luo, Kangjun Jin, Ce Zhu, Xiaoming Zhang, Chengxing Xie, Linze Li, Haiteng Meng, Tianlin Zhang, Tianrui Li, Xiaole Zhao, Zhao Zhang, Baiang Li, Huan Zheng, Suiyi Zhao, Yangcheng Gao, Jiahuan Ren, Kang Hu, Jingpeng Shi, Zhijian Wu, Dingjiang Huang, Jinchen Zhu, Hui Li, Qianru Xv, Tianle Liu, Gang Wu, Junpeng Jiang, Xianming Liu, Junjun Jiang, Mingjian Zhang, Shizhuang Weng, Jing Hu, Chengxu Wu, Qinrui Fan, Chengming Feng, Ziwei Luo, Shu Hu, Siwei Lyu, Xi Wu, Xin Wang:
NTIRE 2023 Challenge on Efficient Super-Resolution: Methods and Results. CVPR Workshops 2023: 1922-1960 - [c45]Chengming Feng, Jing Hu, Xin Wang, Shu Hu, Bin Zhu, Xi Wu, Hongtu Zhu, Siwei Lyu:
Controlling Neural Style Transfer with Deep Reinforcement Learning. IJCAI 2023: 100-108 - [c44]Zhongjing Du, Xu Jiang, Peng Wang, Qizheng Zhou, Xi Wu, Jiliu Zhou, Yan Wang:
LION: Label Disambiguation for Semi-supervised Facial Expression Recognition with Progressive Negative Learning. IJCAI 2023: 699-707 - [c43]Yanfei Xiang, Xin Wang, Shu Hu, Bin Zhu, Xiaomeng Huang, Xi Wu, Siwei Lyu:
RMBench: Benchmarking Deep Reinforcement Learning for Robotic Manipulator Control. IROS 2023: 1207-1214 - [c42]Cheng Tang, Xinyi Zeng, Luping Zhou, Xi Wu, Jiliu Zhou, Peng Wang, Yan Wang:
Leveraging Hard Positives for Contrastive Learning in Semi-Supervised Medical Image Segmentation. ISBI 2023: 1-4 - [c41]Jiaqi Cui, Pinxian Zeng, Xinyi Zeng, Peng Wang, Xi Wu, Jiliu Zhou, Yan Wang, Dinggang Shen:
TriDo-Former: A Triple-Domain Transformer for Direct PET Reconstruction from Low-Dose Sinograms. MICCAI (10) 2023: 184-194 - [c40]Zhenghao Feng, Lu Wen, Peng Wang, Binyu Yan, Xi Wu, Jiliu Zhou, Yan Wang:
DiffDP: Radiotherapy Dose Prediction via a Diffusion Model. MICCAI (6) 2023: 191-201 - [i20]Yunxu Xie, Shu Hu, Xin Wang, Quanyu Liao, Bin Zhu, Xi Wu, Siwei Lyu:
Attacking Important Pixels for Anchor-free Detectors. CoRR abs/2301.11457 (2023) - [i19]Hao Chen, Peng Zheng, Xin Wang, Shu Hu, Bin Zhu, Jinrong Hu, Xi Wu, Siwei Lyu:
Harnessing the Power of Text-image Contrastive Models for Automatic Detection of Online Misinformation. CoRR abs/2304.10249 (2023) - [i18]Zhenghao Feng, Lu Wen, Peng Wang, Binyu Yan, Xi Wu, Jiliu Zhou, Yan Wang:
DiffDP: Radiotherapy Dose Prediction via a Diffusion Model. CoRR abs/2307.09794 (2023) - [i17]Jiaqi Cui, Pinxian Zeng, Xinyi Zeng, Peng Wang, Xi Wu, Jiliu Zhou, Yan Wang, Dinggang Shen:
TriDo-Former: A Triple-Domain Transformer for Direct PET Reconstruction from Low-Dose Sinograms. CoRR abs/2308.05365 (2023) - [i16]Xin Wang, Ziwei Luo, Jing Hu, Chengming Feng, Shu Hu, Bin Zhu, Xi Wu, Siwei Lyu:
Deep Reinforcement Learning for Image-to-Image Translation. CoRR abs/2309.13672 (2023) - [i15]Shanmin Yang, Shu Hu, Bin Zhu, Ying Fu, Siwei Lyu, Xi Wu, Xin Wang:
Improving Cross-dataset Deepfake Detection with Deep Information Decomposition. CoRR abs/2310.00359 (2023) - [i14]Chengming Feng, Jing Hu, Xin Wang, Shu Hu, Bin Zhu, Xi Wu, Hongtu Zhu, Siwei Lyu:
Controlling Neural Style Transfer with Deep Reinforcement Learning. CoRR abs/2310.00405 (2023) - [i13]Lei Zhang, Hao Chen, Shu Hu, Bin Zhu, Xi Wu, Jinrong Hu, Xin Wang:
X-Transfer: A Transfer Learning-Based Framework for Robust GAN-Generated Fake Image Detection. CoRR abs/2310.04639 (2023) - [i12]Zhenghao Feng, Lu Wen, Jianghong Xiao, Yuanyuan Xu, Xi Wu, Jiliu Zhou, Xingchen Peng, Yan Wang:
Diffusion-based Radiotherapy Dose Prediction Guided by Inter-slice Aware Structure Encoding. CoRR abs/2311.02991 (2023) - [i11]Jing Hu, Qinrui Fan, Shu Hu, Siwei Lyu, Xi Wu, Xin Wang:
UMedNeRF: Uncertainty-aware Single View Volumetric Rendering for Medical Neural Radiance Fields. CoRR abs/2311.05836 (2023) - 2022
- [j49]Yuqi Song, Xiaojie Li, Canghong Shi, Shihao Feng, Xin Wang, Yong Luo, Xi Wu:
Rethinking CAM in Weakly-Supervised Semantic Segmentation. IEEE Access 10: 126440-126450 (2022) - [j48]Xiaojie Li, Mingxuan Tang, Feng Guo, Yuanxi Li, Kunlin Cao, Qi Song, Xi Wu, Shanhui Sun, Jiliu Zhou:
DDNet: 3D densely connected convolutional networks with feature pyramids for nasopharyngeal carcinoma segmentation. IET Image Process. 16(1): 39-48 (2022) - [j47]Yongpeng Ren, Hongping Ren, Canghong Shi, Xian Zhang, Xi Wu, Xiaojie Li, Jiancheng Lv, Jiliu Zhou, Imran Mumtaz:
Multistage semantic-aware image inpainting with stacked generator networks. Int. J. Intell. Syst. 37(2): 1599-1617 (2022) - [j46]Kaiping Wang, Yan Wang, Bo Zhan, Yujie Yang, Chen Zu, Xi Wu, Jiliu Zhou, Dong Nie, Luping Zhou:
An Efficient Semi-Supervised Framework with Multi-Task and Curriculum Learning for Medical Image Segmentation. Int. J. Neural Syst. 32(9): 2250043:1-2250043:18 (2022) - [j45]Lin Hu, Jiaxin Li, Xingchen Peng, Jianghong Xiao, Bo Zhan, Chen Zu, Xi Wu, Jiliu Zhou, Yan Wang:
Semi-supervised NPC segmentation with uncertainty and attention guided consistency. Knowl. Based Syst. 239: 108021 (2022) - [j44]Pin Tang, Pinli Yang, Dong Nie, Xi Wu, Jiliu Zhou, Yan Wang:
Unified medical image segmentation by learning from uncertainty in an end-to-end manner. Knowl. Based Syst. 241: 108215 (2022) - [j43]Huidong Li, Xingchen Peng, Jie Zeng, Jianghong Xiao, Dong Nie, Chen Zu, Xi Wu, Jiliu Zhou, Yan Wang:
Explainable attention guided adversarial deep network for 3D radiotherapy dose distribution prediction. Knowl. Based Syst. 241: 108324 (2022) - [j42]Bo Zhan, Luping Zhou, Zhiang Li, Xi Wu, Yifei Pu, Jiliu Zhou, Yan Wang, Dinggang Shen:
D2FE-GAN: Decoupled dual feature extraction based GAN for MRI image synthesis. Knowl. Based Syst. 252: 109362 (2022) - [j41]Kaiping Wang, Bo Zhan, Chen Zu, Xi Wu, Jiliu Zhou, Luping Zhou, Yan Wang:
Semi-supervised medical image segmentation via a tripled-uncertainty guided mean teacher model with contrastive learning. Medical Image Anal. 79: 102447 (2022) - [j40]Xian Zhang, Xin Wang, Canghong Shi, Zhe Yan, Xiaojie Li, Bin Kong, Siwei Lyu, Bin Zhu, Jiancheng Lv, Youbing Yin, Qi Song, Xi Wu, Imran Mumtaz:
DE-GAN: Domain Embedded GAN for High Quality Face Image Inpainting. Pattern Recognit. 124: 108415 (2022) - [j39]Yuang Shi, Chen Zu, Mei Hong, Luping Zhou, Lei Wang, Xi Wu, Jiliu Zhou, Daoqiang Zhang, Yan Wang:
ASMFS: Adaptive-similarity-based multi-modality feature selection for classification of Alzheimer's disease. Pattern Recognit. 126: 108566 (2022) - [j38]Wenbo Pu, Jing Hu, Xin Wang, Yuezun Li, Shu Hu, Bin Zhu, Rui Song, Qi Song, Xi Wu, Siwei Lyu:
Learning a deep dual-level network for robust DeepFake detection. Pattern Recognit. 130: 108832 (2022) - [j37]Bo Zhan, Di Li, Xi Wu, Jiliu Zhou, Yan Wang:
Multi-Modal MRI Image Synthesis via GAN With Multi-Scale Gate Mergence. IEEE J. Biomed. Health Informatics 26(1): 17-26 (2022) - [c39]Ziwei Luo, Jing Hu, Xin Wang, Shu Hu, Bin Kong, Youbing Yin, Qi Song, Xi Wu, Siwei Lyu:
Stochastic Planner-Actor-Critic for Unsupervised Deformable Image Registration. AAAI 2022: 1917-1925 - [c38]Dizhong Lin, Ying Fu, Xin Wang, Shu Hu, Bin Zhu, Qi Song, Xi Wu, Siwei Lyu:
Contrastive Class-Specific Encoding for Few-Shot Object Detection. ICME 2022: 1-6 - [c37]Zhengyang Jiao, Xingchen Peng, Jianghong Xiao, Xi Wu, Jiliu Zhou, Yan Wang:
Mask-Free Radiotherapy Dose Prediction via Multi-Task Learning. ISBI 2022: 1-5 - [c36]Jie Zeng, Chongyang Cao, Xingchen Peng, Jianghong Xiao, Chen Zu, Xi Wu, Jiliu Zhou, Yan Wang:
Two-Phase Progressive Deep Transfer Learning for Cervical Cancer Dose Map Prediction. ISBI 2022: 1-5 - [c35]Pinxian Zeng, Luping Zhou, Chen Zu, Xinyi Zeng, Zhengyang Jiao, Xi Wu, Jiliu Zhou, Dinggang Shen, Yan Wang:
3D CVT-GAN: A 3D Convolutional Vision Transformer-GAN for PET Reconstruction. MICCAI (6) 2022: 516-526 - [c34]Yuchen Fei, Chen Zu, Zhengyang Jiao, Xi Wu, Jiliu Zhou, Dinggang Shen, Yan Wang:
Classification-Aided High-Quality PET Image Synthesis via Bidirectional Contrastive GAN with Shared Information Maximization. MICCAI (6) 2022: 527-537 - [i10]Yanfei Xiang, Xin Wang, Shu Hu, Bin Zhu, Xiaomeng Huang, Xi Wu, Siwei Lyu:
RMBench: Benchmarking Deep Reinforcement Learning for Robotic Manipulator Control. CoRR abs/2210.11262 (2022) - 2021
- [j36]Xian Zhang, Canghong Shi, Xin Wang, Xi Wu, Xiaojie Li, Jiancheng Lv, Imran Mumtaz:
Face inpainting based on GAN by facial prediction and fusion as guidance information. Appl. Soft Comput. 111: 107626 (2021) - [j35]Bo Zhan, Di Li, Yan Wang, Zongqing Ma, Xi Wu, Jiliu Zhou, Luping Zhou:
LR-cGAN: Latent representation based conditional generative adversarial network for multi-modality MRI synthesis. Biomed. Signal Process. Control. 66: 102457 (2021) - [j34]Pin Tang, Chen Zu, Mei Hong, Rui Yan, Xingchen Peng, Jianghong Xiao, Xi Wu, Jiliu Zhou, Luping Zhou, Yan Wang:
DA-DSUnet: Dual Attention-based Dense SU-net for automatic head-and-neck tumor segmentation in MRI images. Neurocomputing 435: 103-113 (2021) - [j33]Yanmei Luo, Dong Nie, Bo Zhan, Zhiang Li, Xi Wu, Jiliu Zhou, Yan Wang, Dinggang Shen:
Edge-preserving MRI image synthesis via adversarial network with iterative multi-scale fusion. Neurocomputing 452: 63-77 (2021) - [j32]Shen Zhao, Xi Wu, Bo Chen, Shuo Li:
Automatic vertebrae recognition from arbitrary spine MRI images by a category-Consistent self-calibration detection framework. Medical Image Anal. 67: 101826 (2021) - [j31]Jing Hu, Ziwei Luo, Xin Wang, Shanhui Sun, Youbing Yin, Kunlin Cao, Qi Song, Siwei Lyu, Xi Wu:
End-to-end multimodal image registration via reinforcement learning. Medical Image Anal. 68: 101878 (2021) - [c33]Caiyong Wang, Yunlong Wang, Kunbo Zhang, Jawad Muhammad, Tianhao Lu, Qi Zhang, Qichuan Tian, Zhaofeng He, Zhenan Sun, Yiwen Zhang, Tianbao Liu, Wei Yang, Dongliang Wu, Yingfeng Liu, Ruiye Zhou, Huihai Wu, Hao Zhang, Junbao Wang, Jiayi Wang, Wantong Xiong, Xueyu Shi, Shao Zeng, Peihua Li, Haodong Sun, Jing Wang, Jiale Zhang, Qi Wang, Huijie Wu, Xinhui Zhang, Haiqing Li, Yu Chen, Liang Chen, Menghan Zhang, Ye Sun, Zhiyong Zhou, Fadi Boutros, Naser Damer, Arjan Kuijper, Juan E. Tapia, Andres Valenzuela, Christoph Busch, Gourav Gupta, Kiran B. Raja, Xi Wu, Xiaojie Li, Jingfu Yang, Hongyan Jing, Xin Wang, Bin Kong, Youbing Yin, Qi Song, Siwei Lyu, Shu Hu, Leon Premk, Matej Vitek, Vitomir Struc, Peter Peer, Jalil Nourmohammadi-Khiarak, Farhang Jaryani, Samaneh Salehi Nasab, Seyed Naeim Moafinejad, Yasin Amini, Morteza Noshad:
NIR Iris Challenge Evaluation in Non-cooperative Environments: Segmentation and Localization. IJCB 2021: 1-10 - [c32]Quanyu Liao, Yuezun Li, Xin Wang, Bin Kong, Bin Zhu, Siwei Lyu, Youbing Yin, Qi Song, Xi Wu:
Imperceptible Adversarial Examples For Fake Image Detection. ICIP 2021: 3912-3916 - [c31]Quanyu Liao, Xin Wang, Bin Kong, Siwei Lyu, Bin Zhu, Youbing Yin, Qi Song, Xi Wu:
Transferable Adversarial Examples for Anchor Free Object Detection. ICME 2021: 1-6 - [c30]Ziwei Luo, Jing Hu, Xin Wang, Siwei Lyu, Bin Kong, Youbing Yin, Qi Song, Xi Wu:
Stochastic Actor-Executor-Critic for Image-to-Image Translation. IJCAI 2021: 2775-2781 - [c29]Chongyang Cao, Jianghong Xiao, Bo Zhan, Xingchen Peng, Xi Wu, Jiliu Zhou, Yan Wang:
Adaptive Multi-Organ Loss Based Generative Adversarial Network For Automatic Dose Prediction In Radiotherapy. ISBI 2021: 212-215 - [c28]Kaiping Wang, Bo Zhan, Yanmei Luo, Jiliu Zhou, Xi Wu, Yan Wang:
Multi-Task Curriculum Learning For Semi-Supervised Medical Image Segmentation. ISBI 2021: 925-928 - [c27]Yanmei Luo, Yan Wang, Chen Zu, Bo Zhan, Xi Wu, Jiliu Zhou, Dinggang Shen, Luping Zhou:
3D Transformer-GAN for High-Quality PET Reconstruction. MICCAI (6) 2021: 276-285 - [c26]Qiankun Ma, Chen Zu, Xi Wu, Jiliu Zhou, Yan Wang:
Coarse-To-Fine Segmentation of Organs at Risk in Nasopharyngeal Carcinoma Radiotherapy. MICCAI (1) 2021: 358-368 - [c25]Kaiping Wang, Bo Zhan, Chen Zu, Xi Wu, Jiliu Zhou, Luping Zhou, Yan Wang:
Tripled-Uncertainty Guided Mean Teacher Model for Semi-supervised Medical Image Segmentation. MICCAI (2) 2021: 450-460 - [c24]Shuai Tan, Pin Tang, Xingchen Peng, Jianghong Xiao, Chen Zu, Xi Wu, Jiliu Zhou, Yan Wang:
Incorporating Isodose Lines and Gradient Information via Multi-task Learning for Dose Prediction in Radiotherapy. MICCAI (7) 2021: 753-763 - [i9]Yuchen Fei, Bo Zhan, Mei Hong, Xi Wu, Jiliu Zhou, Yan Wang:
Deep Learning based Multi-modal Computing with Feature Disentanglement for MRI Image Synthesis. CoRR abs/2105.02835 (2021) - [i8]Quanyu Liao, Yuezun Li, Xin Wang, Bin Kong, Bin Zhu, Siwei Lyu, Youbing Yin, Qi Song, Xi Wu:
Imperceptible Adversarial Examples for Fake Image Detection. CoRR abs/2106.01615 (2021) - [i7]Quanyu Liao, Xin Wang, Bin Kong, Siwei Lyu, Bin Zhu, Youbing Yin, Qi Song, Xi Wu:
Transferable Adversarial Examples for Anchor Free Object Detection. CoRR abs/2106.01618 (2021) - [i6]Ziwei Luo, Jing Hu, Xin Wang, Siwei Lyu, Bin Kong, Youbing Yin, Qi Song, Xi Wu:
Stochastic Actor-Executor-Critic for Image-to-Image Translation. CoRR abs/2112.07403 (2021) - [i5]Ziwei Luo, Jing Hu, Xin Wang, Shu Hu, Bin Kong, Youbing Yin, Qi Song, Xi Wu, Siwei Lyu:
Stochastic Planner-Actor-Critic for Unsupervised Deformable Image Registration. CoRR abs/2112.07415 (2021) - 2020
- [j30]Ziwei Luo, Xin Wang, Xi Wu, Youbing Yin, Kunlin Cao, Qi Song, Jing Hu:
A Spatiotemporal Agent for Robust Multimodal Registration. IEEE Access 8: 75347-75358 (2020) - [j29]Jing Hu, Xinyan Li, Xiaolong Wang, Yan Li, Xi Wu:
Noise-Robust MRI Upsampling Using Adaptive Local Steering Kernel. IEEE Access 8: 158538-158548 (2020) - [j28]Shuang Zhou, Evgueni N. Smirnov, Gijs Schoenmakers, Ralf Peeters, Xi Wu:
Conformal Feature-Selection Wrappers and ensembles for negative-transfer avoidance. Neurocomputing 397: 309-319 (2020) - [j27]Ting Wang, Xi Wu, Jiefeng Jiang, Chang Liu, Ming Zhu:
Functional neural interactions during adaptive reward learning: An functional magnetic resonance imaging study. Int. J. Imaging Syst. Technol. 30(1): 92-103 (2020) - [j26]Feng Guo, Canghong Shi, Xiaojie Li, Xi Wu, Jiliu Zhou, Jiancheng Lv:
Image segmentation of nasopharyngeal carcinoma using 3D CNN with long-range skip connection and multi-scale feature pyramid. Soft Comput. 24(16): 12671-12680 (2020) - [c23]Qin Wu, Chenmei Yu, Yanjun Chen, Jiayu Yao, Xi Wu, Xiaolan Peng, Teng Han:
Squeeze the Ball: Designing an Interactive Playground towards Aiding Social Activities of Children with Low-Function Autism. CHI 2020: 1-14 - [c22]Quanyu Liao, Xin Wang, Bin Kong, Siwei Lyu, Youbing Yin, Qi Song, Xi Wu:
Fast Local Attack: Generating Local Adversarial Examples for Object Detectors. IJCNN 2020: 1-8 - [c21]Shen Zhao, Bin Chen, Heyou Chang, Xi Wu, Shuo Li:
Discriminative Dictionary-Embedded Network for Comprehensive Vertebrae Tumor Diagnosis. MICCAI (6) 2020: 691-701 - [i4]Shanhui Sun, Jing Hu, Mingqing Yao, Jinrong Hu, Xiaodong Yang, Qi Song, Xi Wu:
Robust Multimodal Image Registration Using Deep Recurrent Reinforcement Learning. CoRR abs/2002.03733 (2020) - [i3]Quanyu Liao, Xin Wang, Bin Kong, Siwei Lyu, Youbing Yin, Qi Song, Xi Wu:
Category-wise Attack: Transferable Adversarial Examples for Anchor Free Object Detection. CoRR abs/2003.04367 (2020) - [i2]Yuang Shi, Chen Zu, Mei Hong, Luping Zhou, Lei Wang, Xi Wu, Jiliu Zhou, Daoqiang Zhang, Yan Wang:
ASMFS: Adaptive-Similarity-based Multi-modality Feature Selection for Classification of Alzheimer's Disease. CoRR abs/2010.08190 (2020) - [i1]Quanyu Liao, Xin Wang, Bin Kong, Siwei Lyu, Youbing Yin, Qi Song, Xi Wu:
Fast Local Attack: Generating Local Adversarial Examples for Object Detectors. CoRR abs/2010.14291 (2020)
2010 – 2019
- 2019
- [j25]Jinrong Hu, Shanhui Sun, Xiaodong Yang, Shuang Zhou, Xin Wang, Ying Fu, Jiliu Zhou, Youbing Yin, Kunlin Cao, Qi Song, Xi Wu:
Towards Accurate and Robust Multi-Modal Medical Image Registration Using Contrastive Metric Learning. IEEE Access 7: 132816-132827 (2019) - [j24]Zhengjie Gao, Ao Feng, Xinyu Song, Xi Wu:
Target-Dependent Sentiment Classification With BERT. IEEE Access 7: 154290-154299 (2019) - [j23]Shen Zhao, Xi Wu, Bo Chen, Shuo Li:
Automatic spondylolisthesis grading from MRIs across modalities using faster adversarial recognition network. Medical Image Anal. 58 (2019) - [j22]Yan Wang, Chen Zu, Zongqing Ma, Yong Luo, Kun He, Xi Wu, Jiliu Zhou:
Patch-wise label propagation for MR brain segmentation based on multi-atlas images. Multim. Syst. 25(2): 73-81 (2019) - [j21]Zhipeng Yang, Peiyu He, Jiliu Zhou, Zhaohua Ding, Xi Wu:
Functional Informed Fiber Tracking Using Combination of Diffusion and Functional MRI. IEEE Trans. Biomed. Eng. 66(3): 794-801 (2019) - [j20]Yan Wang, Luping Zhou, Biting Yu, Lei Wang, Chen Zu, David S. Lalush, Weili Lin, Xi Wu, Jiliu Zhou, Dinggang Shen:
3D Auto-Context-Based Locality Adaptive Multi-Modality GANs for PET Synthesis. IEEE Trans. Medical Imaging 38(6): 1328-1339 (2019) - [c20]Xiaofeng Dong, Zhipeng Yang, Jing Peng, Xi Wu:
Multimodality white matter tract segmentation using CNN. ACM TUR-C 2019: 145:1-145:8 - [c19]Xianyu Wu, Canghong Shi, Xiaojie Li, Jia He, Xi Wu, Jiancheng Lv, Jiliu Zhou:
PWGAN: wasserstein GANs with perceptual loss for mode collapse. ACM TUR-C 2019: 151:1-151:7 - [c18]Chao Luo, Xiaojie Li, Yucheng Chen, Xi Wu, Jia He, Jiliu Zhou:
CCNET: Cascading Convolutions for Cardiac Segmentation. ICAIS (2) 2019: 3-11 - [c17]Ao Feng, Zhenghao Chen, Shuang Zhou, Xi Wu:
Embeddings and Convolution, Is That the Best You can Do with Sentiment Features? IJCNN 2019: 1-8 - [c16]Shen Zhao, Xi Wu, Bo Chen, Shuo Li:
Automatic Vertebrae Recognition from Arbitrary Spine MRI Images by a Hierarchical Self-calibration Detection Framework. MICCAI (4) 2019: 316-325 - [c15]Chaoyang Xia, Xiaojie Li, Xin Wang, Bin Kong, Yucheng Chen, Youbing Yin, Kunlin Cao, Qi Song, Siwei Lyu, Xi Wu:
A Multi-modality Network for Cardiomyopathy Death Risk Prediction with CMR Images and Clinical Information. MICCAI (2) 2019: 577-585 - [c14]Xianyu Wu, Xiaojie Li, Jia He, Xi Wu, Imran Mumtaz:
Generative Adversarial Networks with Enhanced Symmetric Residual Units for Single Image Super-Resolution. MMM (1) 2019: 483-494 - [c13]Chao Luo, Xin Wang, Xiaojie Li, Yucheng Chen, Jiliu Zhou, Kunlin Cao, Qi Song, Xi Wu, Youbing Yin:
ACNET: Attention-based Convolution Network with Additional Discriminative Features for DCM Classification (S). SEKE 2019: 535-700 - 2018
- [j19]Yongqing Zhang, Tianyu Geng, Xi Wu, Jiliu Zhou, Dongrui Gao:
ICANet: a simple cascade linear convolution network for face recognition. EURASIP J. Image Video Process. 2018: 51 (2018) - [j18]Wenzao Li, Feng Lin, Yuanji Ma, Xi Wu, Yan Wang, Jiliu Zhou:
DTNs for monitoring of communicable diseases in urban environments. J. Comput. Methods Sci. Eng. 18(4): 917-929 (2018) - [j17]Yan Wang, Biting Yu, Lei Wang, Chen Zu, David S. Lalush, Weili Lin, Xi Wu, Jiliu Zhou, Dinggang Shen, Luping Zhou:
3D conditional generative adversarial networks for high-quality PET image estimation at low dose. NeuroImage 174: 550-562 (2018) - [j16]Yan Wang, Guangkai Ma, Xi Wu, Jiliu Zhou:
Patch-Based Label Fusion with Structured Discriminant Embedding for Hippocampus Segmentation. Neuroinformatics 16(3-4): 411-423 (2018) - [j15]Yan Wang, Chen Zu, Guangliang Hu, Yong Luo, Zongqing Ma, Kun He, Xi Wu, Jiliu Zhou:
Automatic Tumor Segmentation with Deep Convolutional Neural Networks for Radiotherapy Applications. Neural Process. Lett. 48(3): 1323-1334 (2018) - [j14]Jing Hu, Xi Wu, Jiliu Zhou:
Noise robust single image super-resolution using a multiscale image pyramid. Signal Process. 148: 157-171 (2018) - [j13]Xiaojie Li, Xi Wu, Jiancheng Lv, Jia He, Jianping Gou, Mao Li:
Automatic detection of boundary points based on local geometrical measures. Soft Comput. 22(11): 3663-3674 (2018) - [j12]Le Dong, Ling He, Mengdie Mao, Gaipeng Kong, Xi Wu, Qianni Zhang, Xiaochun Cao, Ebroul Izquierdo:
CUNet: A Compact Unsupervised Network For Image Classification. IEEE Trans. Multim. 20(8): 2012-2021 (2018) - [j11]Xinguo Wang, Xi Wu, Xinming Zhang, Ying-Chang Liang:
An Energy-Efficient Network-Wide Broadcast Protocol for Asynchronous Wireless Sensor Networks. IEEE Wirel. Commun. Lett. 7(6): 918-921 (2018) - [c12]Shanhui Sun, Jing Hu, Mingqing Yao, Jinrong Hu, Xiaodong Yang, Qi Song, Xi Wu:
Robust Multimodal Image Registration Using Deep Recurrent Reinforcement Learning. ACCV (2) 2018: 511-526 - [c11]Min Li, Shizhong Dong, Kun Zhang, Zhifan Gao, Xi Wu, Heye Zhang, Guang Yang, Shuo Li:
Deep Learning intra-image and inter-images features for Co-saliency detection. BMVC 2018: 291 - [c10]Qin Wu, Fanglve Zhang, Sihan Zhou, Yuehao Qin, Xi Wu:
Table War: A Tower-Defense Game Device with Augmented Reality Projection. CCHI 2018: 136-139 - [c9]Jing Hu, Jiaxin Li, Xi Wu, Jiliu Zhou:
Noise Robust Single Image Super-Resolution Using a Multiscale Image Pyramid. ICIP 2018: 2526-2530 - [c8]Feng Guo, Canghong Shi, Xiaojie Li, Jia He, Xi Wu:
Outlier Detection Based on the Data Structure. IJCNN 2018: 1-6 - [c7]Zongqing Ma, Xi Wu, Shanhui Sun, Chaoyang Xia, Zhipeng Yang, Shuo Li, Jiliu Zhou:
A discriminative learning based approach for automated nasopharyngeal carcinoma segmentation leveraging multi-modality similarity metric learning. ISBI 2018: 813-816 - [c6]Yan Wang, Biting Yu, Lei Wang, Chen Zu, Yong Luo, Xi Wu, Zhipeng Yang, Jiliu Zhou, Luping Zhou:
Tumor segmentation via multi-modality joint dictionary learning. ISBI 2018: 1336-1339 - [c5]Yan Wang, Luping Zhou, Lei Wang, Biting Yu, Chen Zu, David S. Lalush, Weili Lin, Xi Wu, Jiliu Zhou, Dinggang Shen:
Locality Adaptive Multi-modality GANs for High-Quality PET Image Synthesis. MICCAI (1) 2018: 329-337 - 2017
- [j10]Jing Hu, Xi Wu, Jiliu Zhou:
Second-Order Regression-Based MR Image Upsampling. Comput. Math. Methods Medicine 2017: 6462832:1-6462832:12 (2017) - [j9]Xinguo Wang, Xi Wu, Xinming Zhang:
Optimizing Opportunistic Routing in Asynchronous Wireless Sensor Networks. IEEE Commun. Lett. 21(10): 2302-2305 (2017) - [j8]Xiaojie Li, Jiancheng Lv, Xi Wu, Xin Yu:
A Semi-supervised manifold alignment algorithm and an evaluation method based on local structure preservation. Neurocomputing 224: 195-203 (2017) - [j7]Xi Wu, Zhipeng Yang, Stephen K. Bailey, Jiliu Zhou, Laurie E. Cutting, John C. Gore, Zhaohua Ding:
Functional connectivity and activity of white matter in somatosensory pathways under tactile stimulations. NeuroImage 152: 371-380 (2017) - [j6]Yan Wang, Guangkai Ma, Le An, Feng Shi, Pei Zhang, David S. Lalush, Xi Wu, Yi-Fei Pu, Jiliu Zhou, Dinggang Shen:
Semisupervised Tripled Dictionary Learning for Standard-Dose PET Image Prediction Using Low-Dose PET and Multimodal MRI. IEEE Trans. Biomed. Eng. 64(3): 569-579 (2017) - [c4]Maoyang Zou, Xi Wu:
Research on quantitative quality evaluation method based on double cycles. ACM TUR-C 2017: 10:1-10:5 - [c3]Yongqing Zhang, Yi Chen, Malu Zhang, Xi Wu, Jiliu Zhou, Hong Qu:
ERMPD: An efficient and robustness membrane potential driven supervised learning in spiking neural networks. SSCI 2017: 1-6 - 2016
- [j5]Xi Wu, Zhipeng Yang, Jinrong Hu, Jing Peng, Peiyu He, Jiliu Zhou:
Diffusion-Weighted Images Superresolution Using High-Order SVD. Comput. Math. Methods Medicine 2016: 3647202:1-3647202:9 (2016) - [j4]Yan Wang, Xi Wu, Wenzao Li, Zhi Li, Yi Zhang, Jiliu Zhou:
Analysis of micro-Doppler signatures of vibration targets using EMD and SPWVD. Neurocomputing 171: 48-56 (2016) - [c2]Yan Wang, Xi Wu, Guangkai Ma, Zongqing Ma, Ying Fu, Jiliu Zhou:
Patch-Based Hippocampus Segmentation Using a Local Subspace Learning Method. MLMI@MICCAI 2016: 86-94 - 2015
- [j3]Wei Wu, Zheng Liu, Mo Chen, Zhiming Liu, Xi Wu, Xiaohai He:
A New Framework for Container Code Recognition by Using Segmentation-Based and HMM-Based Approaches. Int. J. Pattern Recognit. Artif. Intell. 29(1): 1550004:1-1550004:19 (2015) - [j2]Ying Fu, Xi Wu, Xiaohua Li, Kun He, Yi Zhang, Jiliu Zhou:
Image Motion Restoration Using Fractional-Order Gradient Prior. Informatica 26(4): 621-634 (2015) - [c1]Yan Wang, Pei Zhang, Le An, Guangkai Ma, Jiayin Kang, Xi Wu, Jiliu Zhou, David S. Lalush, Weili Lin, Dinggang Shen:
Predicting Standard-Dose PET Image from Low-Dose PET and Multimodal MR Images Using Mapping-Based Sparse Representation. MLMI 2015: 127-135 - 2012
- [j1]Jinrong Hu, Yi-Fei Pu, Xi Wu, Yi Zhang, Jiliu Zhou:
Improved DCT-Based Nonlocal Means Filter for MR Images Denoising. Comput. Math. Methods Medicine 2012: 232685:1-232685:14 (2012)
Coauthor Index
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