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ORCIDLi Cheng 0001
Person information
- affiliation: University of Alberta, Department of Electrical and Computer Engineering, Edmonton, AB, Canada
- affiliation (former): A*STAR, Bioinformatics Institute, Singapore
- affiliation (former): Toyota Technological Institute Chicago, IL, USA
- affiliation (former): National ICT Australia, Australia
- affiliation (former): Australian National University, Canberra, Australia
- affiliation (PhD 2004): University of Alberta, Department of Computing Science, Edmonton, AB, Canada
Other persons with the same name
- Li Cheng — disambiguation page
- Li Cheng 0002
![[0000-0001-6110-8099]](https://dblp1.uni-trier.de/img/orcid-mark.12x12.png "0000-0001-6110-8099")
— Hong Kong Polytechnic University, Department of Mechanical Engineering, Hong Kong (and 2 more) - Li Cheng 0003 — Lishui University, Department of Mathematics, China (and 1 more)
- Li Cheng 0004 — Chongqing University, School of Electrical Engineering, China (and 1 more)
- Li Cheng 0005 — Chinese Academy of Sciences, State Key Laboratory of Superlattices and Microstructures, Institute of Semiconductors, Beijing, China (and 1 more)
- Li Cheng 0006 — Wuhan University, School of Computer, State Key Laboratory of Software Engineering, China
- Li Cheng 0007 — Hubei University, Key Laboratory of Intelligent Sensing System and Security, China (and 3 more)
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Journal Articles
- 2024
[j52]Wei Ji, Jingjing Li, Qi Bi, Tingwei Liu, Wenbo Li, Li Cheng:
Segment Anything Is Not Always Perfect: An Investigation of SAM on Different Real-world Applications. Mach. Intell. Res. 21(4): 617-630 (2024)- [j51]Bin Li, Yijie Wang, Li Cheng:
Adaptive and augmented active anomaly detection on dynamic network traffic streams. Frontiers Inf. Technol. Electron. Eng. 25(3): 446-460 (2024) - [j50]Zhengeng Yang, Hongshan Yu, Wei Sun, Li Cheng, Ajmal Mian:
Domain-Invariant Prototypes for Semantic Segmentation. IEEE Trans. Circuits Syst. Video Technol. 34(8): 7614-7627 (2024) - [j49]Jun Zhou, Chi Xu, Yuting Ge, Li Cheng:
Realistic Depth Image Synthesis for 3D Hand Pose Estimation. IEEE Trans. Multim. 26: 5246-5256 (2024) - 2023
- [j48]Jingjing Li, Wei Ji, Miao Zhang, Yongri Piao, Huchuan Lu, Li Cheng:
Delving into Calibrated Depth for Accurate RGB-D Salient Object Detection. Int. J. Comput. Vis. 131(4): 855-876 (2023) - [j47]Zhenguang Liu, Roger Zimmermann, Li Cheng:
Special issue on human-centric intelligent multimedia understanding. Multim. Syst. 29(2): 457-458 (2023) - [j46]Zhenguang Liu, Shuang Wu, Shuyuan Jin, Shouling Ji, Qi Liu, Shijian Lu, Li Cheng:
Investigating Pose Representations and Motion Contexts Modeling for 3D Motion Prediction. IEEE Trans. Pattern Anal. Mach. Intell. 45(1): 681-697 (2023) - [j45]Shihao Zou, Yuanlu Xu, Chao Li, Lingni Ma, Li Cheng, Minh Vo:
Snipper: A Spatiotemporal Transformer for Simultaneous Multi-Person 3D Pose Estimation Tracking and Forecasting on a Video Snippet. IEEE Trans. Circuits Syst. Video Technol. 33(9): 4921-4933 (2023) - [j44]Shihao Zou, Xinxin Zuo, Sen Wang, Yiming Qian, Chuan Guo, Li Cheng:
Human Pose and Shape Estimation From Single Polarization Images. IEEE Trans. Multim. 25: 3560-3572 (2023) - 2022
- [j43]Bin Li, Yijie Wang, Kele Xu, Li Cheng, Zhiquan Qin:
DFAID: Density-aware and feature-deviated active intrusion detection over network traffic streams. Comput. Secur. 118: 102719 (2022) - [j42]Chuan Guo, Xinxin Zuo, Sen Wang, Xinshuang Liu, Shihao Zou, Minglun Gong, Li Cheng:
Action2video: Generating Videos of Human 3D Actions. Int. J. Comput. Vis. 130(2): 285-315 (2022) - [j41]Ji Yang, Youdong Ma, Xinxin Zuo, Sen Wang, Minglun Gong, Li Cheng:
3D pose estimation and future motion prediction from 2D images. Pattern Recognit. 124: 108439 (2022) - [j40]Dan Teng, Xiaowei Zhang, Li Cheng, Delin Chu:
Least Squares Approximation via Sparse Subsampled Randomized Hadamard Transform. IEEE Trans. Big Data 8(2): 446-457 (2022) - [j39]Wei Ji, Ge Yan, Jingjing Li, Yongri Piao, Shunyu Yao, Miao Zhang, Li Cheng, Huchuan Lu:
DMRA: Depth-Induced Multi-Scale Recurrent Attention Network for RGB-D Saliency Detection. IEEE Trans. Image Process. 31: 2321-2336 (2022) - [j38]Seyed Mojtaba Marvasti-Zadeh, Li Cheng, Hossein Ghanei-Yakhdan, Shohreh Kasaei:
Deep Learning for Visual Tracking: A Comprehensive Survey. IEEE Trans. Intell. Transp. Syst. 23(5): 3943-3968 (2022) - [j37]Dong Wang, Xiaoqian Qin, Fengyi Song, Li Cheng:
Stabilizing Training of Generative Adversarial Nets via Langevin Stein Variational Gradient Descent. IEEE Trans. Neural Networks Learn. Syst. 33(7): 2768-2780 (2022) - 2021
- [j36]Xinxin Zuo, Sen Wang, Jiangbin Zheng, Weiwei Yu, Minglun Gong, Ruigang Yang, Li Cheng:
SparseFusion: Dynamic Human Avatar Modeling From Sparse RGBD Images. IEEE Trans. Multim. 23: 1617-1629 (2021) - 2020
- [j35]Li Cheng, Yijie Wang, Xingkong Ma:
An end-to-end distance measuring for mixed data based on deep relevance learning. Intell. Data Anal. 24(1): 83-99 (2020) - [j34]He Zhao, Huiqi Li, Li Cheng:
Improving retinal vessel segmentation with joint local loss by matting. Pattern Recognit. 98 (2020) - 2019
- [j33]Li Cheng, Yijie Wang, Xingkong Ma:
A Neural Probabilistic outlier detection method for categorical data. Neurocomputing 365: 325-335 (2019) - [j32]Xiaowei Zhang, Xudong Shi, Yu Sun, Li Cheng:
Multivariate Regression with Gross Errors on Manifold-Valued Data. IEEE Trans. Pattern Anal. Mach. Intell. 41(2): 444-458 (2019) - [j31]He Zhao, Huiqi Li, Sebastian Maurer-Stroh, Yuhong Guo, Qiuju Deng, Li Cheng:
Supervised Segmentation of Un-Annotated Retinal Fundus Images by Synthesis. IEEE Trans. Medical Imaging 38(1): 46-56 (2019) - 2018
- [j30]Chi Xu, Lakshmi Narasimhan Govindarajan, Yu Zhang, James Stewart, Zoe Bichler, Suresh Jesuthasan, Adam Claridge-Chang, Ajay Sriram Mathuru, Wenlong Tang, Peixin Zhu, Li Cheng:
Correction to: Lie-X: Depth Image Based Articulated Object Pose Estimation, Tracking, and Action Recognition on Lie Groups. Int. J. Comput. Vis. 126(8): 897 (2018) - [j29]Li Cheng, Yijie Wang, Yong Zhou, Xingkong Ma:
EADetection: An efficient and accurate sequential behavior anomaly detection approach over data streams. Int. J. Distributed Sens. Networks 14(10) (2018) - [j28]He Zhao, Huiqi Li, Sebastian Maurer-Stroh, Li Cheng:
Synthesizing retinal and neuronal images with generative adversarial nets. Medical Image Anal. 49: 14-26 (2018) - [j27]Jaydeep De, Xiaowei Zhang, Feng Lin, Li Cheng:
Transduction on Directed Graphs via Absorbing Random Walks. IEEE Trans. Pattern Anal. Mach. Intell. 40(7): 1770-1784 (2018) - [j26]Xiaowei Zhang, Li Cheng, Bo Li, Hai-Miao Hu:
Too Far to See? Not Really! - Pedestrian Detection With Scale-Aware Localization Policy. IEEE Trans. Image Process. 27(8): 3703-3715 (2018) - 2017
- [j25]Chi Xu, Lakshmi Narasimhan Govindarajan, Yu Zhang, Li Cheng:
Lie-X: Depth Image Based Articulated Object Pose Estimation, Tracking, and Action Recognition on Lie Groups. Int. J. Comput. Vis. 123(3): 454-478 (2017) - [j24]Chi Xu, Lilian Zhang, Li Cheng, Reinhard Koch:
Pose Estimation from Line Correspondences: A Complete Analysis and a Series of Solutions. IEEE Trans. Pattern Anal. Mach. Intell. 39(6): 1209-1222 (2017) - [j23]Chi Xu, Lakshmi Narasimhan Govindarajan, Li Cheng:
Hand action detection from ego-centric depth sequences with error-correcting Hough transform. Pattern Recognit. 72: 494-503 (2017) - [j22]Lin Gu, Xiaowei Zhang, He Zhao, Huiqi Li, Li Cheng:
Segment 2D and 3D Filaments by Learning Structured and Contextual Features. IEEE Trans. Medical Imaging 36(2): 596-606 (2017) - [j21]Zhenguang Liu, Luming Zhang, Qi Liu, Yifang Yin, Li Cheng, Roger Zimmermann:
Fusion of Magnetic and Visual Sensors for Indoor Localization: Infrastructure-Free and More Effective. IEEE Trans. Multim. 19(4): 874-888 (2017) - 2016
- [j20]Chi Xu, Ashwin Nanjappa, Xiaowei Zhang, Li Cheng:
Estimate Hand Poses Efficiently from Single Depth Images. Int. J. Comput. Vis. 116(1): 21-45 (2016) - [j19]Xiaowei Zhang, Li Cheng, Delin Chu, Li-Zhi Liao, Michael K. Ng, Roger C. E. Tan:
Incremental Regularized Least Squares for Dimensionality Reduction of Large-Scale Data. SIAM J. Sci. Comput. 38(3) (2016) - [j18]Yu Zhang, Li Cheng, Jianxin Wu, Jianfei Cai, Minh N. Do, Jiangbo Lu:
Action Recognition in Still Images With Minimum Annotation Efforts. IEEE Trans. Image Process. 25(11): 5479-5490 (2016) - [j17]Jaydeep De, Li Cheng, Xiaowei Zhang, Feng Lin, Huiqi Li, Kok Haur Ong, Weimiao Yu, Yuanhong Yu, Sohail Ahmed:
A Graph-Theoretical Approach for Tracing Filamentary Structures in Neuronal and Retinal Images. IEEE Trans. Medical Imaging 35(1): 257-272 (2016) - 2015
- [j16]Minglun Gong, Yiming Qian, Li Cheng:
Integrated Foreground Segmentation and Boundary Matting for Live Videos. IEEE Trans. Image Process. 24(4): 1356-1370 (2015) - 2014
- [j15]Jaydeep De, Huiqi Li, Li Cheng:
Tracing retinal vessel trees by transductive inference. BMC Bioinform. 15: 20 (2014) - [j14]Tuan Hue Thi, Li Wang, Ning Ye, Jian Zhang, Sebastian Maurer-Stroh, Li Cheng:
Recognizing flu-like symptoms from videos. BMC Bioinform. 15: 300 (2014) - [j13]Li Cheng, Sinno Jialin Pan:
Semi-supervised Domain Adaptation on Manifolds. IEEE Trans. Neural Networks Learn. Syst. 25(12): 2240-2249 (2014) - 2013
- [j12]Shaojun Wang, Shaomin Wang, Li Cheng, Russell Greiner, Dale Schuurmans:
Exploiting Syntactic, Semantic, and Lexical Regularities in Language Modeling via Directed Markov Random Fields. Comput. Intell. 29(4): 649-679 (2013) - [j11]Matti Pietikäinen, Matthew A. Turk, Liang Wang, Guoying Zhao, Li Cheng:
Machine learning in motion analysis: New advances. Image Vis. Comput. 31(6-7): 419-420 (2013) - 2012
- [j10]Tuan Hue Thi, Li Cheng, Jian Zhang, Li Wang, Shinichi Satoh:
Integrating local action elements for action analysis. Comput. Vis. Image Underst. 116(3): 378-395 (2012) - [j9]Tuan Hue Thi, Li Cheng, Jian Zhang, Li Wang, Shinichi Satoh:
Structured learning of local features for human action classification and localization. Image Vis. Comput. 30(1): 1-14 (2012) - 2011
- [j8]Qinfeng Shi, Li Cheng, Li Wang, Alexander J. Smola:
Human Action Segmentation and Recognition Using Discriminative Semi-Markov Models. Int. J. Comput. Vis. 93(1): 22-32 (2011) - [j7]Li Cheng, Minglun Gong, Dale Schuurmans, Terry Caelli:
Real-Time Discriminative Background Subtraction. IEEE Trans. Image Process. 20(5): 1401-1414 (2011) - [j6]Li Wang, Li Cheng, Liang Wang:
Elastic Sequence Correlation for Human Action Analysis. IEEE Trans. Image Process. 20(6): 1725-1738 (2011) - 2009
- [j5]Tibério S. Caetano, Julian J. McAuley, Li Cheng, Quoc V. Le, Alexander J. Smola:
Learning Graph Matching. IEEE Trans. Pattern Anal. Mach. Intell. 31(6): 1048-1058 (2009) - 2007
- [j4]Li Cheng, Terry Caelli:
Bayesian stereo matching. Comput. Vis. Image Underst. 106(1): 85-96 (2007) - [j3]Jun Zhou, Li Cheng, Walter F. Bischof:
Online Learning With Novelty Detection in Human-Guided Road Tracking. IEEE Trans. Geosci. Remote. Sens. 45(12-1): 3967-3977 (2007) - 2006
- [j2]Li Cheng, Terry Caelli, G. Arturo Sanchez-Azofeifa:
Component Optimization for Image Understanding: A Bayesian Approach. IEEE Trans. Pattern Anal. Mach. Intell. 28(5): 684-693 (2006) - 2005
- [j1]Terry Caelli, Li Cheng, Qiongyan Fang:
Bayesian Image Understanding: From Images to Virtual Forests. Int. J. Robotics Autom. 20(1) (2005)
Conference and Workshop Papers
- 2024
- [c81]Chuan Guo, Yuxuan Mu, Xinxin Zuo, Peng Dai, Youliang Yan, Juwei Lu, Li Cheng:
Generative Human Motion Stylization in Latent Space. ICLR 2024 - 2023
- [c80]Wei Ji, Jingjing Li, Cheng Bian, Zongwei Zhou, Jiaying Zhao, Alan L. Yuille, Li Cheng:
Multispectral Video Semantic Segmentation: A Benchmark Dataset and Baseline. CVPR 2023: 1094-1104 - [c79]Wei Ji, Jingjing Li, Cheng Bian, Zhicheng Zhang, Li Cheng:
SemanticRT: A Large-Scale Dataset and Method for Robust Semantic Segmentation in Multispectral Images. ACM Multimedia 2023: 3307-3316 - [c78]Yanhui Guo, Xinxin Zuo, Peng Dai, Juwei Lu, Xiaolin Wu, Li Cheng, Youliang Yan, Songcen Xu, Xiaofei Wu:
Decorate3D: Text-Driven High-Quality Texture Generation for Mesh Decoration in the Wild. NeurIPS 2023 - [c77]Jingjing Li, Wei Ji, Size Wang, Wenbo Li, Li Cheng:
DVSOD: RGB-D Video Salient Object Detection. NeurIPS 2023 - 2022
- [c76]Chuan Guo, Shihao Zou, Xinxin Zuo, Sen Wang, Wei Ji, Xingyu Li, Li Cheng:
Generating Diverse and Natural 3D Human Motions from Text. CVPR 2022: 5142-5151 - [c75]Jingjing Li, Tianyu Yang, Wei Ji, Jue Wang, Li Cheng:
Exploring Denoised Cross-video Contrast for Weakly-supervised Temporal Action Localization. CVPR 2022: 19882-19892 - [c74]Ji Yang, Xinxin Zuo, Sen Wang, Zhenbo Yu, Xingyu Li, Bingbing Ni, Minglun Gong, Li Cheng:
Object Wake-Up: 3D Object Rigging from a Single Image. ECCV (2) 2022: 311-327 - [c73]Chuan Guo, Xinxin Zuo, Sen Wang, Li Cheng:
TM2T: Stochastic and Tokenized Modeling for the Reciprocal Generation of 3D Human Motions and Texts. ECCV (35) 2022: 580-597 - [c72]Wei Ji, Jingjing Li, Qi Bi, Chuan Guo, Jie Liu, Li Cheng:
Promoting Saliency From Depth: Deep Unsupervised RGB-D Saliency Detection. ICLR 2022 - [c71]Shuang Wu, Shijian Lu, Li Cheng:
Music-to-Dance Generation with Optimal Transport. IJCAI 2022: 4988-4994 - 2021
- [c70]Li Cheng, Yijie Wang, Xinwang Liu:
Neighborhood Consensus Networks for Unsupervised Multi-view Outlier Detection. AAAI 2021: 7099-7106 - [c69]Mahdiar Nekoui, Li Cheng:
Enhancing Human Motion Assessment by Self-supervised Representation Learning. BMVC 2021: 322 - [c68]Seyed Mojtaba Marvasti-Zadeh, Javad Khaghani, Li Cheng, Hossein Ghanei-Yakhdan, Shohreh Kasaei:
CHASE: Robust Visual Tracking via Cell-Level Differentiable Neural Architecture Search. BMVC 2021: 324 - [c67]Wei Ji, Jingjing Li, Shuang Yu, Miao Zhang, Yongri Piao, Shunyu Yao, Qi Bi, Kai Ma, Yefeng Zheng, Huchuan Lu, Li Cheng:
Calibrated RGB-D Salient Object Detection. CVPR 2021: 9471-9481 - [c66]Wei Ji, Shuang Yu, Junde Wu, Kai Ma, Cheng Bian, Qi Bi, Jingjing Li, Hanruo Liu, Li Cheng, Yefeng Zheng:
Learning Calibrated Medical Image Segmentation via Multi-Rater Agreement Modeling. CVPR 2021: 12341-12351 - [c65]Bin Li, Yijie Wang, Mingyu Liu, Kele Xu, Zhongyang Wang, Li Cheng, Yizhou Li:
Fden: Mining Effective Information of Features in Detecting Network Anomalies. ICASSP 2021: 8553-8557 - [c64]Shihao Zou, Chuan Guo, Xinxin Zuo, Sen Wang, Pengyu Wang, Xiaoqin Hu, Shoushun Chen, Minglun Gong, Li Cheng:
EventHPE: Event-based 3D Human Pose and Shape Estimation. ICCV 2021: 10976-10985 - [c63]Shuang Wu, Zhenguang Liu, Shijian Lu, Li Cheng:
Dual Learning Music Composition and Dance Choreography. ACM Multimedia 2021: 3746-3754 - [c62]Jingjing Li, Wei Ji, Qi Bi, Cheng Yan, Miao Zhang, Yongri Piao, Huchuan Lu, Li Cheng:
Joint Semantic Mining for Weakly Supervised RGB-D Salient Object Detection. NeurIPS 2021: 11945-11959 - [c61]Mahdiar Nekoui, Fidel Omar Tito Cruz, Li Cheng:
EAGLE-Eye: Extreme-pose Action Grader using detaiL bird's-Eye view. WACV 2021: 394-402 - 2020
- [c60]Li Cheng, Yijie Wang, Xinwang Liu, Bin Li:
Outlier Detection Ensemble with Embedded Feature Selection. AAAI 2020: 3503-3512 - [c59]Seyed Mojtaba Marvasti-Zadeh, Javad Khaghani, Hossein Ghanei-Yakhdan, Shohreh Kasaei, Li Cheng:
COMET: Context-Aware IoU-Guided Network for Small Object Tracking. ACCV (2) 2020: 594-611 - [c58]Yongqin Huang, Yijie Wang, Li Cheng:
Joint Learning-Based Anomaly Detection on KPI Data. APWeb/WAIM (2) 2020: 156-163 - [c57]Rui Ma, Yijie Wang, Li Cheng:
Feature Selection on Data Stream via Multi-Cluster Structure Preservation. CIKM 2020: 1065-1074 - [c56]Mahdiar Nekoui, Fidel Omar Tito Cruz, Li Cheng:
FALCONS: FAst Learner-grader for CONtorted poses in Sports. CVPR Workshops 2020: 3941-3949 - [c55]Shihao Zou, Xinxin Zuo, Yiming Qian, Sen Wang, Chi Xu, Minglun Gong, Li Cheng:
3D Human Shape Reconstruction from a Polarization Image. ECCV (14) 2020: 351-368 - [c54]Matej Kristan, Ales Leonardis, Jiri Matas, Michael Felsberg, Roman P. Pflugfelder, Joni-Kristian Kämäräinen, Martin Danelljan, Luka Cehovin Zajc, Alan Lukezic, Ondrej Drbohlav, Linbo He, Yushan Zhang, Song Yan, Jinyu Yang, Gustavo Fernández, Alexander G. Hauptmann, Alireza Memarmoghadam, Álvaro García-Martín, Andreas Robinson, Anton Varfolomieiev, Awet Haileslassie Gebrehiwot, Bedirhan Uzun, Bin Yan, Bing Li, Chen Qian, Chi-Yi Tsai, Christian Micheloni, Dong Wang, Fei Wang, Fei Xie, Felix Järemo Lawin, Fredrik Gustafsson, Gian Luca Foresti, Goutam Bhat, Guangqi Chen, Haibin Ling, Haitao Zhang, Hakan Cevikalp, Haojie Zhao, Haoran Bai, Hari Chandana Kuchibhotla, Hasan Saribas, Heng Fan, Hossein Ghanei-Yakhdan, Houqiang Li, Houwen Peng, Huchuan Lu, Hui Li, Javad Khaghani, Jesús Bescós, Jianhua Li, Jianlong Fu, Jiaqian Yu, Jingtao Xu, Josef Kittler, Jun Yin, Junhyun Lee, Kaicheng Yu, Kaiwen Liu, Kang Yang, Kenan Dai, Li Cheng, Li Zhang, Lijun Wang, Linyuan Wang, Luc Van Gool, Luca Bertinetto, Matteo Dunnhofer, Miao Cheng, Mohana Murali Dasari, Ning Wang, Pengyu Zhang, Philip H. S. Torr, Qiang Wang, Radu Timofte, Rama Krishna Sai Subrahmanyam Gorthi, Seokeon Choi, Seyed Mojtaba Marvasti-Zadeh, Shao-Chuan Zhao, Shohreh Kasaei, Shoumeng Qiu, Shuhao Chen, Thomas B. Schön, Tianyang Xu, Wei Lu, Weiming Hu, Wengang Zhou, Xi Qiu, Xiao Ke, Xiao-Jun Wu, Xiaolin Zhang, Xiaoyun Yang, Xuefeng Zhu, Yingjie Jiang, Yingming Wang, Yiwei Chen, Yu Ye, Yuezhou Li, Yuncon Yao, Yunsung Lee, Yuzhang Gu, Zezhou Wang, Zhangyong Tang, Zhen-Hua Feng, Zhijun Mai, Zhipeng Zhang, Zhirong Wu, Ziang Ma:
The Eighth Visual Object Tracking VOT2020 Challenge Results. ECCV Workshops (5) 2020: 547-601 - [c53]Heng Fan, Longyin Wen, Dawei Du, Pengfei Zhu, Qinghua Hu, Haibin Ling, Mubarak Shah, Biao Wang, Bin Dong, Di Yuan, Dong Wang, Dongjie Zhou, Haoyang Sun, Hossein Ghanei-Yakhdan, Huchuan Lu, Javad Khaghani, Jinghao Zhou, Keyang Wang, Lei Pang, Lei Zhang, Li Cheng, Liting Lin, Lu Ding, Nana Fan, Peng Wang, Penghao Zhang, Ruiyan Ma, Seyed Mojtaba Marvasti-Zadeh, Shohreh Kasaei, Shuhao Chen, Simiao Lai, Tianyang Xu, Wentao He, Xiaojun Wu, Xin Hou, Xuefeng Zhu, Yanjie Gao, Yanyun Zhao, Yong Wang, Yong Xu, Yubo Sun, Yuting Yang, Yuxuan Li, Zezhou Wang, Zhenwei He, Zhenyu He, Zhipeng Luo, Zhongjian Huang, Zhongzhou Zhang, Zikai Zhang, Zitong Yi:
VisDrone-SOT2020: The Vision Meets Drone Single Object Tracking Challenge Results. ECCV Workshops (4) 2020: 728-749 - [c52]Chuan Guo, Xinxin Zuo, Sen Wang, Shihao Zou, Qingyao Sun, Annan Deng, Minglun Gong, Li Cheng:
Action2Motion: Conditioned Generation of 3D Human Motions. ACM Multimedia 2020: 2021-2029 - 2019
- [c51]Zhenguang Liu, Shuang Wu, Shuyuan Jin, Qi Liu, Shijian Lu, Roger Zimmermann, Li Cheng:
Towards Natural and Accurate Future Motion Prediction of Humans and Animals. CVPR 2019: 10004-10012 - [c50]Rui Ma, Yijie Wang, Li Cheng:
Unsupervised Feature Selection via Local Total-Order Preservation. ICANN (2) 2019: 16-28 - [c49]Xiaoyu Hu, Yijie Wang, Li Cheng:
Multi-Hierarchy Attribute Relationship Mining Based Outlier Detection for Categorical Data. IJCNN 2019: 1-8 - 2018
- [c48]Qi Liu, Yue Zhang, Zhenguang Liu, Ye Yuan, Li Cheng, Roger Zimmermann:
Multi-Modal Multi-Task Learning for Automatic Dietary Assessment. AAAI 2018: 2347-2354 - [c47]Hongzuo Xu, Yongjun Wang, Li Cheng, Yijie Wang, Xingkong Ma:
Exploring a High-quality Outlying Feature Value Set for Noise-Resilient Outlier Detection in Categorical Data. CIKM 2018: 17-26 - [c46]Zongren Li, Yijie Wang, Guohong Zhao, Li Cheng, Xingkong Ma:
FROD: Fast and Robust Distance-Based Outlier Detection with Active-Inliers-Patterns in Data Streams. ICANN (1) 2018: 626-636 - [c45]Wang Xiong, Yijie Wang, Li Cheng:
Fisher Discriminant Analysis Random Forest for Online Class Incremental Learning. ISPA/IUCC/BDCloud/SocialCom/SustainCom 2018: 597-604 - [c44]Bin Li, Yijie Wang, Peichang Shi, Huan Chen, Li Cheng:
FPPB: A Fast and Privacy-Preserving Method Based on the Permissioned Blockchain for Fair Transactions in Sharing Economy. TrustCom/BigDataSE 2018: 1368-1373 - 2017
- [c43]Runfan Wu, Yijie Wang, Xingkong Ma, Li Cheng:
TMRCP: A Trend-Matching Resources Coupled Prediction Method over Data Stream. ICONIP (5) 2017: 503-513 - [c42]Yan Hou, Yijie Wang, Xingkong Ma, Li Cheng:
HDSVM: A High Efficiency Distributed SVM Framework over Data Stream. ISPA/IUCC 2017: 352-359 - [c41]Zhenguang Liu, Li Cheng, Anan Liu, Luming Zhang, Xiangnan He, Roger Zimmermann:
Multiview and Multimodal Pervasive Indoor Localization. ACM Multimedia 2017: 109-117 - 2016
- [c40]Li Liu, Li Cheng, Ye Liu, Yongpo Jia, David S. Rosenblum:
Recognizing Complex Activities by a Probabilistic Interval-Based Model. AAAI 2016: 1266-1272 - [c39]Li Cheng, Yijie Wang, Xingkong Ma, Yongjun Wang:
GSLAC: A General Scalable and Low-Overhead Alert Correlation Method. Trustcom/BigDataSE/ISPA 2016: 316-323 - 2015
- [c38]Xiaowei Zhang, Li Cheng, Tingshao Zhu:
Robust Multivariate Regression with Grossly Corrupted Observations and Its Application to Personality Prediction. ACML 2015: 112-126 - [c37]Yiming Qian, Minglun Gong, Li Cheng:
STOCS: An Efficient Self-Tuning Multiclass Classification Approach. Canadian AI 2015: 291-306 - [c36]Ashwin Nanjappa, Chi Xu, Li Cheng:
GHand: A GPU Algorithm for Realtime Hand Pose Estimation Using Depth Camera. Eurographics (Posters) 2015: 5-6 - 2014
- [c35]Kyung Sang Kim, Jong Chul Ye, Li Cheng, Kui Ying, Georges El Fakhri, Quanzheng Li:
TOF-PET ordered subset reconstruction using non-uniform separable quadratic surrogates algorithm. ISBI 2014: 963-966 - [c34]Meiguang Jin, Lakshmi Narasimhan Govindarajan, Li Cheng:
A random-forest random field approach for cellular image segmentation. ISBI 2014: 1251-1254 - [c33]Li Cheng, Jaydeep De, Xiaowei Zhang, Feng Lin, Huiqi Li:
Tracing Retinal Blood Vessels by Matrix-Forest Theorem of Directed Graphs. MICCAI (1) 2014: 626-633 - 2013
- [c32]Chi Xu, Li Cheng:
Efficient Hand Pose Estimation from a Single Depth Image. ICCV 2013: 3456-3462 - [c31]Tianxia Gong, Nengli Lim, Li Cheng, Hwee Kuan Lee, Bolan Su, Chew Lim Tan, Shimiao Li, C. C. Tchoyoson Lim, Boon Chuan Pang, Cheng Kiang Lee:
Finding Distinctive Shape Features for Automatic Hematoma Classification in Head CT Images from Traumatic Brain Injuries. ICTAI 2013: 242-249 - 2011
- [c30]Minglun Gong, Li Cheng:
Incorporating estimated motion in real-time background subtraction. ICIP 2011: 3265-3268 - [c29]Li Cheng, Ning Ye, Weimiao Yu, Andre Cheah:
Discriminative Segmentation of Microscopic Cellular Images. MICCAI (1) 2011: 637-644 - 2010
- [c28]Tuan Hue Thi, Jian Zhang, Li Cheng, Li Wang, Shinichi Satoh:
Human Action Recognition and Localization in Video Using Structured Learning of Local Space-Time Features. AVSS 2010: 204-211 - [c27]Li Wang, Li Cheng, Tuan Hue Thi, Jian Zhang:
Human Action Recognition from Boosted Pose Estimation. DICTA 2010: 308-313 - [c26]Tuan Hue Thi, Li Cheng, Jian Zhang, Li Wang:
Implicit Motion-Shape Model: A generic approach for action matching. ICIP 2010: 1477-1480 - [c25]Ke Jia, Li Cheng, Nianjun Liu, Lei Wang:
Efficient Learning to Label Images. ICPR 2010: 942-945 - [c24]Tuan Hue Thi, Li Cheng, Jian Zhang, Li Wang, Shinichi Satoh:
Weakly Supervised Action Recognition Using Implicit Shape Models. ICPR 2010: 3517-3520 - 2009
- [c23]Tuan Hue Thi, Sijun Lu, Jian Zhang, Li Cheng, Li Wang:
Human Body Articulation for Action Recognition in Video Sequences. AVSS 2009: 92-97 - [c22]Yuxi Li, Li Cheng, Dale Schuurmans:
Inference of the structural credit risk model using MLE. CIFEr 2009: 8-13 - [c21]Li Cheng, Minglun Gong:
Realtime background subtraction from dynamic scenes. ICCV 2009: 2066-2073 - [c20]Qinfeng Shi, Luping Zhou, Li Cheng, Dale Schuurmans:
Discriminative Maximum Margin Image Object Categorization with Exact Inference. ICIG 2009: 232-237 - [c19]Baochun Bai, Li Cheng, Cheng Lei, Pierre Boulanger, Janelle J. Harms:
Learning-based multiview video coding. PCS 2009: 1-4 - 2008
- [c18]Jun Zhou, Li Cheng, Walter F. Bischof:
Prediction and Change Detection in Sequential Data for Interactive Applications. AAAI 2008: 805-810 - [c17]Li Cheng, S. V. N. Vishwanathan, Xinhua Zhang:
Consistent image analogies using semi-supervised learning. CVPR 2008 - [c16]Qinfeng Shi, Li Wang, Li Cheng, Alexander J. Smola:
Discriminative human action segmentation and recognition using semi-Markov model. CVPR 2008 - [c15]Junlei Song, Dianhong Wang, Nianjun Liu, Li Cheng, Lan Du, Ke Zhang:
Soil Moisture Prediction with Feature Selection Using a Neural Network. DICTA 2008: 130-136 - [c14]Minglun Gong, Li Cheng:
Real-time foreground segmentation on GPUs using local online learning and global graph cut optimization. ICPR 2008: 1-4 - 2007
- [c13]Jun Zhou, Li Cheng, Terry Caelli, Walter F. Bischof:
Knowledge Transfer in Semi-automatic Image Interpretation. HCI (3) 2007: 1028-1034 - [c12]Tibério S. Caetano, Li Cheng, Quoc V. Le, Alexander J. Smola:
Learning Graph Matching. ICCV 2007: 1-8 - [c11]Li Cheng, S. V. N. Vishwanathan:
Learning to compress images and videos. ICML 2007: 161-168 - 2006
- [c10]Li Cheng, Shaojun Wang, Dale Schuurmans, Terry Caelli, S. V. N. Vishwanathan:
An Online Discriminative Approach to Background Subtraction. AVSS 2006: 2 - [c9]Shaojun Wang, Shaomin Wang, Li Cheng, Russell Greiner, Dale Schuurmans:
Stochastic Analysis of Lexical and Semantic Enhanced Structural Language Model. ICGI 2006: 97-111 - [c8]Li Cheng, S. V. N. Vishwanathan, Dale Schuurmans, Shaojun Wang, Terry Caelli:
implicit Online Learning with Kernels. NIPS 2006: 249-256 - 2005
- [c7]Li Cheng, Feng Jiao, Dale Schuurmans, Shaojun Wang:
Variational Bayesian image modelling. ICML 2005: 129-136 - [c6]Shaojun Wang, Shaomin Wang, Russell Greiner, Dale Schuurmans, Li Cheng:
Exploiting syntactic, semantic and lexical regularities in language modeling via directed Markov random fields. ICML 2005: 948-955 - 2004
- [c5]Li Cheng, Terry Caelli:
Forestry Scene Geometry Estimation Via Statistical Learning. CVPR Workshops 2004: 103 - [c4]Li Cheng, Terry Caelli:
Bayesian Stereo Matching. CVPR Workshops 2004: 192 - [c3]Shaojun Wang, Shaomin Wang, Russell Greiner, Dale Schuurmans, Li Cheng:
Exploiting syntactic, semantic and lexical regularities in language modeling via directed Markov random fields. ISCSLP 2004: 305-308 - 2003
- [c2]Li Cheng, Terry Caelli:
Doubly-MRF stereo matching. ICASSP (3) 2003: 685-688 - 2002
- [c1]Li Cheng, Terry Caelli, Victor Ochoa:
A Trainable Hierarchical Hidden Markov Tree Model for Color Image Annotation. ICPR (1) 2002: 192-195
Editorship
- 2023
- [e3]Jonghye Woo, Alessa Hering, Wilson Silva, Xiang Li, Huazhu Fu, Xiaofeng Liu, Fangxu Xing, Sanjay Purushotham, Tejas Sudharshan Mathai, Pritam Mukherjee, Max De Grauw, Regina Beets-Tan, Valentina Corbetta, Elmar Kotter, Mauricio Reyes, Christian F. Baumgartner, Quanzheng Li, Richard M. Leahy, Bin Dong, Hao Chen, Yuankai Huo, Jinglei Lv, Xinxing Xu, Xiaomeng Li, Dwarikanath Mahapatra, Li Cheng, Caroline Petitjean, Benoît Presles:
Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops - MTSAIL 2023, LEAF 2023, AI4Treat 2023, MMMI 2023, REMIA 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8-12, 2023, Proceedings. Lecture Notes in Computer Science 14394, Springer 2023, ISBN 978-3-031-47424-8 [contents] - 2022
- [e2]Xinxing Xu, Xiaomeng Li, Dwarikanath Mahapatra, Li Cheng, Caroline Petitjean, Huazhu Fu:
Resource-Efficient Medical Image Analysis - First MICCAI Workshop, REMIA 2022, Singapore, September 22, 2022, Proceedings. Lecture Notes in Computer Science 13543, Springer 2022, ISBN 978-3-031-16875-8 [contents] - 2010
- [e1]Liang Wang, Li Cheng, Guoying Zhao:
Machine Learning for Human Motion Analysis - Theory and Practice. IGI Global 2010, ISBN 978-1-60566-900-7 [contents]
Informal and Other Publications
- 2024
- [i40]Chuan Guo, Yuxuan Mu, Xinxin Zuo, Peng Dai, Youliang Yan, Juwei Lu, Li Cheng:
Generative Human Motion Stylization in Latent Space. CoRR abs/2401.13505 (2024) - [i39]Hongwei Bran Li, Fernando Navarro, Ivan Ezhov, Amirhossein Bayat, Dhritiman Das, Florian Kofler, Suprosanna Shit, Diana Waldmannstetter, Johannes C. Paetzold, Xiaobin Hu, Benedikt Wiestler, Lucas Zimmer, Tamaz Amiranashvili, Chinmay Prabhakar, Christoph Berger, Jonas Weidner, Michelle Alonso-Basanta, Arif Rashid, Ujjwal Baid, Wesam Adel, Deniz Alis, Bhakti Baheti, Yingbin Bai, Ishaan Bhat, Sabri Can Cetindag, Wenting Chen, Li Cheng, Prasad Dutande, Lara Dular, Mustafa A. Elattar, Ming Feng, Shengbo Gao, Henkjan Huisman, Weifeng Hu, Shubham Innani, Wei Jiat, Davood Karimi, Hugo J. Kuijf, Jin Tae Kwak, Hoang Long Le, Xiang Lia, Huiyan Lin, Tongliang Liu, Jun Ma, Kai Ma, Ting Ma, Ilkay Öksüz, Robbie Holland, Arlindo L. Oliveira, Jimut Bahan Pal, Xuan Pei, Maoying Qiao, Anindo Saha, Raghavendra Selvan, Linlin Shen, João Lourenço Silva, Ziga Spiclin, Sanjay N. Talbar, Dadong Wang, Wei Wang, Xiong Wang, Yin Wang, Ruiling Xia, Kele Xu, Yanwu Yan, Mert Yergin, Shuang Yu, Lingxi Zeng, YingLin Zhang, Jiachen Zhao, Yefeng Zheng, Martin Zukovec, Richard K. G. Do, Anton S. Becker, Amber L. Simpson, Ender Konukoglu, András Jakab, Spyridon Bakas, Leo Joskowicz, Bjoern H. Menze:
QUBIQ: Uncertainty Quantification for Biomedical Image Segmentation Challenge. CoRR abs/2405.18435 (2024) - [i38]Yuxuan Mu, Shihao Zou, Kangning Yin, Zheng Tian, Li Cheng, Weinan Zhang, Jun Wang:
RACon: Retrieval-Augmented Simulated Character Locomotion Control. CoRR abs/2406.17795 (2024) - [i37]Yuxuan Mu, Xinxin Zuo, Chuan Guo, Yilin Wang, Juwei Lu, Xiaofeng Wu, Songcen Xu, Peng Dai, Youliang Yan, Li Cheng:
GSD: View-Guided Gaussian Splatting Diffusion for 3D Reconstruction. CoRR abs/2407.04237 (2024) - [i36]Dong Huo, Zixin Guo, Xinxin Zuo, Zhihao Shi, Juwei Lu, Peng Dai, Songcen Xu, Li Cheng, Yee-Hong Yang:
TexGen: Text-Guided 3D Texture Generation with Multi-view Sampling and Resampling. CoRR abs/2408.01291 (2024) - 2023
- [i35]Wei Ji, Jingjing Li, Qi Bi, Wenbo Li, Li Cheng:
Segment Anything Is Not Always Perfect: An Investigation of SAM on Different Real-world Applications. CoRR abs/2304.05750 (2023) - [i34]Chuan Guo, Yuxuan Mu, Muhammad Gohar Javed, Sen Wang, Li Cheng:
MoMask: Generative Masked Modeling of 3D Human Motions. CoRR abs/2312.00063 (2023) - 2022
- [i33]Shuang Wu, Zhenguang Liu, Shijian Lu, Li Cheng:
Dual Learning Music Composition and Dance Choreography. CoRR abs/2201.11999 (2022) - [i32]Wei Ji, Jingjing Li, Qi Bi, Chuan Guo, Jie Liu, Li Cheng:
Promoting Saliency From Depth: Deep Unsupervised RGB-D Saliency Detection. CoRR abs/2205.07179 (2022) - [i31]Chuan Guo, Xinxin Xuo, Sen Wang, Li Cheng:
TM2T: Stochastic and Tokenized Modeling for the Reciprocal Generation of 3D Human Motions and Texts. CoRR abs/2207.01696 (2022) - [i30]Shihao Zou, Yuanlu Xu, Chao Li, Lingni Ma, Li Cheng, Minh Vo:
Snipper: A Spatiotemporal Transformer for Simultaneous Multi-Person 3D Pose Estimation Tracking and Forecasting on a Video Snippet. CoRR abs/2207.04320 (2022) - [i29]Zhengeng Yang, Hongshan Yu, Wei Sun, Li Cheng, Ajmal Mian:
Domain-invariant Prototypes for Semantic Segmentation. CoRR abs/2208.06087 (2022) - 2021
- [i28]Seyed Mojtaba Marvasti-Zadeh, Javad Khaghani, Li Cheng, Hossein Ghanei-Yakhdan, Shohreh Kasaei:
CHASE: Robust Visual Tracking via Cell-Level Differentiable Neural Architecture Search. CoRR abs/2107.03463 (2021) - [i27]Xinxin Zuo, Sen Wang, Minglun Gong, Li Cheng:
Unsupervised 3D Human Mesh Recovery from Noisy Point Clouds. CoRR abs/2107.07539 (2021) - [i26]Xinxin Zuo, Ji Yang, Sen Wang, Zhenbo Yu, Xinyu Li, Bingbing Ni, Minglun Gong, Li Cheng:
Object Wake-up: 3-D Object Reconstruction, Animation, and in-situ Rendering from a Single Image. CoRR abs/2108.02708 (2021) - [i25]Shihao Zou, Chuan Guo, Xinxin Zuo, Sen Wang, Pengyu Wang, Xiaoqin Hu, Shoushun Chen, Minglun Gong, Li Cheng:
EventHPE: Event-based 3D Human Pose and Shape Estimation. CoRR abs/2108.06819 (2021) - [i24]Shihao Zou, Xinxin Zuo, Sen Wang, Yiming Qian, Chuan Guo, Wei Ji, Jingjing Li, Minglun Gong, Li Cheng:
Human Pose and Shape Estimation from Single Polarization Images. CoRR abs/2108.06834 (2021) - [i23]Chuan Guo, Xinxin Zuo, Sen Wang, Xinshuang Liu, Shihao Zou, Minglun Gong, Li Cheng:
Action2video: Generating Videos of Human 3D Actions. CoRR abs/2111.06925 (2021) - [i22]Ji Yang, Youdong Ma, Xinxin Zuo, Sen Wang, Minglun Gong, Li Cheng:
3D Pose Estimation and Future Motion Prediction from 2D Images. CoRR abs/2111.13285 (2021) - [i21]Shuang Wu, Shijian Lu, Li Cheng:
Music-to-Dance Generation with Optimal Transport. CoRR abs/2112.01806 (2021) - [i20]Zhenguang Liu, Shuang Wu, Shuyuan Jin, Shouling Ji, Qi Liu, Shijian Lu, Li Cheng:
Investigating Pose Representations and Motion Contexts Modeling for 3D Motion Prediction. CoRR abs/2112.15012 (2021) - 2020
- [i19]Li Cheng, Yijie Wang, Xinwang Liu, Bin Li:
Outlier Detection Ensemble with Embedded Feature Selection. CoRR abs/2001.05492 (2020) - [i18]Dong Wang, Xiaoqian Qin, Fengyi Song, Li Cheng:
Stabilizing Training of Generative Adversarial Nets via Langevin Stein Variational Gradient Descent. CoRR abs/2004.10495 (2020) - [i17]Shihao Zou, Xinxin Zuo, Yiming Qian, Sen Wang, Chi Xu, Minglun Gong, Li Cheng:
Polarization Human Shape and Pose Dataset. CoRR abs/2004.14899 (2020) - [i16]Seyed Mojtaba Marvasti-Zadeh, Javad Khaghani, Hossein Ghanei-Yakhdan, Shohreh Kasaei, Li Cheng:
COMET: Context-Aware IoU-Guided Network for Small Object Tracking. CoRR abs/2006.02597 (2020) - [i15]Xinxin Zuo, Sen Wang, Jiangbin Zheng, Weiwei Yu, Minglun Gong, Ruigang Yang, Li Cheng:
SparseFusion: Dynamic Human Avatar Modeling from Sparse RGBD Images. CoRR abs/2006.03630 (2020) - [i14]Shihao Zou, Xinxin Zuo, Yiming Qian, Sen Wang, Chi Xu, Minglun Gong, Li Cheng:
3D Human Shape Reconstruction from a Polarization Image. CoRR abs/2007.09268 (2020) - [i13]Chuan Guo, Xinxin Zuo, Sen Wang, Shihao Zou, Qingyao Sun, Annan Deng, Minglun Gong, Li Cheng:
Action2Motion: Conditioned Generation of 3D Human Motions. CoRR abs/2007.15240 (2020) - 2019
- [i12]Seyed Mojtaba Marvasti-Zadeh, Li Cheng, Hossein Ghanei-Yakhdan, Shohreh Kasaei:
Deep Learning for Visual Tracking: A Comprehensive Survey. CoRR abs/1912.00535 (2019) - 2017
- [i11]Li Liu, Yongzhong Yang, Lakshmi Narasimhan Govindarajan, Shu Wang, Bin Hu, Li Cheng, David S. Rosenblum:
An Interval-Based Bayesian Generative Model for Human Complex Activity Recognition. CoRR abs/1701.00903 (2017) - [i10]Xiaowei Zhang, Chi Xu, Yu Zhang, Tingshao Zhu, Li Cheng:
Multivariate Regression with Grossly Corrupted Observations: A Robust Approach and its Applications. CoRR abs/1701.02892 (2017) - [i9]Xiaowei Zhang, Xudong Shi, Yu Sun, Li Cheng:
Multivariate Regression with Gross Errors on Manifold-valued Data. CoRR abs/1703.08772 (2017) - [i8]He Zhao, Huiqi Li, Li Cheng:
Synthesizing Filamentary Structured Images with GANs. CoRR abs/1706.02185 (2017) - [i7]Xiaowei Zhang, Li Cheng, Bo Li, Hai-Miao Hu:
Too Far to See? Not Really! - Pedestrian Detection with Scale-aware Localization Policy. CoRR abs/1709.00235 (2017) - 2016
- [i6]Chi Xu, Lakshmi Narasimhan Govindarajan, Li Cheng:
Hand Action Detection from Ego-centric Depth Sequences with Error-correcting Hough Transform. CoRR abs/1606.02031 (2016) - [i5]Chi Xu, Lakshmi Narasimhan Govindarajan, Yu Zhang, Li Cheng:
Lie-X: Depth Image Based Articulated Object Pose Estimation, Tracking, and Action Recognition on Lie Groups. CoRR abs/1609.03773 (2016) - [i4]Yu Zhang, Chi Xu, Li Cheng:
Learning to Search on Manifolds for 3D Pose Estimation of Articulated Objects. CoRR abs/1612.00596 (2016) - 2015
- [i3]Ashwin Nanjappa, Li Cheng, Wei Gao, Chi Xu, Adam Claridge-Chang, Zoe Bichler:
Mouse Pose Estimation From Depth Images. CoRR abs/1511.07611 (2015) - 2012
- [i2]Shuotian Bai, Tingshao Zhu, Li Cheng:
Big-Five Personality Prediction Based on User Behaviors at Social Network Sites. CoRR abs/1204.4809 (2012) - 2008
- [i1]Tibério S. Caetano, Julian J. McAuley, Li Cheng, Quoc V. Le, Alexander J. Smola:
Learning Graph Matching. CoRR abs/0806.2890 (2008)
Coauthor Index
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