Profile
| Keywords: | Computer vision, machine learning, visual behavior analysis, biomedical image analysis, image analysis, multimedia signal processing, new research opportunities |
Li Cheng is an Associate Professor with the Department of Electrical and Computer Engineering, U of A. Prior to joining U of A, Li worked at A*STAR, Singapore, TTI-Chicago, USA, and NICTA, Australia. He obtained Ph.D. in Computer Science from the University of Alberta in 2004. His research in applied machine learning and computer vision has resulted in over 90 referred papers including those published at venues such as IEEE Trans. Pattern Analysis and Machine Intelligence, International Journal of Computer Vision, and ICCV, CVPR, MICCAI, NeurIPS, ICML, AAAI. His main research interests are in computer vision and machine learning, and is interested in collaboration with external partners. Outputs
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Authors |
| EXPLOITING SYNTACTIC, SEMANTIC, AND LEXICAL REGULARITIES IN LANGUAGE MODELING VIA DIRECTED MARKOV RANDOM FIELDS University of Alberta | Publication | 2012-07-01 | | | Real-Time Discriminative Background Subtraction University of Alberta | Publication | 2011-05-01 | | | Inference of the structural credit risk model using MLE University of Alberta | Publication | 2009-03-01 | | | Discriminative Maximum Margin Image Object Categorization with Exact Inference University of Alberta | Publication | 2009-09-01 | | | Towards Natural and Accurate Future Pose Prediction for Humans and Animals University of Alberta | Publication | 2019-01-01 | Wu Shuang, Zhenguang Liu, Roger Zimmermann, Li Cheng | | Multi-modal Multi-task Learning for Automatic Dietary Assessment University of Alberta | Publication | 2018-02-01 | Liu Qi, Yue Zhang, Zhenguang Liu, Ye Yuan, Li Cheng | | Multiview and Multimodal Pervasive Indoor Localization University of Alberta | Publication | 2017-01-01 | Liu Zhenguang, Li Cheng, Anan Liu, Luming Zhang, Xiangnan He | | Recognizing Complex Activities by a Probabilistic Interval-based Model University of Alberta | Publication | 2016-01-01 | Liu L., Li Cheng, Y. Liu, Y. Jia, D. Rosenblum | | Robust Multivariate Regression with Grossly Corrupted Observations and Its Application to Personality Prediction University of Alberta | Publication | 2015-01-01 | | | Tracing Retinal Blood Vessels by Matrix-Forest Theorem of Directed Graphs University of Alberta | Publication | 2014-01-01 | | | Riemannian Similarity Learning University of Alberta | Publication | 2013-01-01 | | | Finding Distinctive Shape Features for Hematoma Classification in Brain CT Images University of Alberta | Publication | 2013-01-01 | Gong Tianxia, Li Cheng, N. Lim, H. Lee, B. Su, S. Li, C. Tan, B. Pang, C. Lim | | Too Far to See? Not Really! Pedestrian Detection with Scale-aware Localization Policy University of Alberta | Publication | 2018-01-01 | | | Supervised Segmentation of Un-annotated Retinal Fundus Images by Synthesis University of Alberta | Publication | 2018-01-01 | Zhao He, Huiqi Li, Sebastian Maurer-Stroh, Yuhong Guo, Qiuju Deng, Li Cheng | | Synthesizing Retinal and Neuronal Images with Generative Adversarial Nets University of Alberta | Publication | 2018-01-01 | Zhao He, Huiqi Li, Sebastian Maurer-Stroh, Li Cheng | | Segment 2D and 3D Filaments by Learning Structured and Contextual Features University of Alberta | Publication | 2017-01-01 | GU Lin, Xiaowei Zhang, He Zhao, Huiqi Li, Li Cheng | | Lie-X: Depth Image Based Articulated Object Pose Estimation, Tracking, and Action Recognition on Lie Groups University of Alberta | Publication | 2017-01-01 | Xu Chi, Lakshmi Narasimhan Govindarajan, Yu Zhang, Li Cheng | | Quantitative 3D analysis of complex single border cell behaviors in coordinated collective cell migration University of Alberta | Publication | 2017-01-01 | Cliffe Adam, David P. Doupe, HsinHo Sung, Isaac Lim Kok Hwee, Li Cheng, Kok Haur Ong | | Pose Estimation from Line Correspondences: A Complete Analysis and A Series of Solutions University of Alberta | Publication | 2017-01-01 | | | Action Recognition in Still Images with Minimum Annotation Efforts University of Alberta | Publication | 2016-01-01 | Zhang Yu, Li Cheng, J. Wu, J Cai, M Do, J. Lu | | Incremental Regularized Least Squares for Dimensionality Reduction of Large-Scale Data University of Alberta | Publication | 2016-01-01 | Zhang X., Li Cheng, D. Chu, L. Liao, M. Ng, R. Tan | | A Graph-Theoretical Approach for Tracing Filamentary Structures in Neuronal and Retinal Images University of Alberta | Publication | 2016-01-01 | De Jaydeep, Li Cheng, Xiaowei Zhang, Feng Lin, Huqi Li, Kok Haur Ong, Weimiao Yu, Yuanhong Yu, Sohail Ahmed. | | Tracing retinal vessel trees by transductive inference University of Alberta | Publication | 2014-01-01 | | | Myopia in Asian Subjects with Primary Angle Closure: Implications for Glaucoma Trends in East Asia University of Alberta | Publication | 2014-01-01 | Yong K., Tianxia Gong, M. Nongpiur, A. How, H. Lee, Li Cheng, S. Perera | | Semi-supervised Domain Adaptation on Manifolds University of Alberta | Publication | 2014-01-01 | | | Subgrouping of Primary Angle-Closure Suspects Based on Anterior Segment Optical Coherence Tomography Parameters University of Alberta | Publication | 2013-01-01 | Nongpiur M., Tianxia Gong, H. Lee, S. Perera, Li Cheng, L. Foo, M. He, D. Friedman | | Exploiting syntactic, semantic and lexical regularities in language modeling via directed Markov random fields University of Alberta | Publication | 2013-01-01 | | | Anterior Segment Optical Coherence Tomography Parameters in Subtypes of Primary Angle Closure University of Alberta | Publication | 2013-01-01 | Guzman C., Tianxia Gong, M. Nongpiur, S. Perera, A. How, H. Lee, Li Cheng, M. He, M. Baskaran |
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