Efficient unsupervised abnormal crowd activity detection based on a spatiotemporal saliency detector.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016
Dictionary Learning in Visual Computing
Synthesis Lectures on Image, Video, and Multimedia Processing, Morgan & Claypool Publishers, ISBN: 978-3-031-02253-1, 2015
Relative Hidden Markov Models for Video-Based Evaluation of Motion Skills in Surgical Training.
IEEE Trans. Pattern Anal. Mach. Intell., 2015
Unsupervised Video Analysis Based on a Spatiotemporal Saliency Detector.
CoRR, 2015
Structure-preserving Image Quality Assessment.
Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015
Instructive video retrieval for surgical skill coaching using attribute learning.
Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015
Semantic Sparse Learning in Images and Videos.
PhD thesis, 2014
Max-Margin Multiattribute Learning With Low-Rank Constraint.
IEEE Trans. Image Process., 2014
Predicting Multiple Attributes via Relative Multi-task Learning.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014
Image Cosegmentation via Multi-task Learning.
Proceedings of the British Machine Vision Conference, 2014
Learning Skill-Defining Latent Space in Video-based Analysis of Surgical Expertise - A Multi-Stream Fusion Approach.
Proceedings of the Medicine Meets Virtual Reality 20 - NextMed, 2013
Video-based analysis of motion skills in simulation-based surgical training.
Proceedings of the Multimedia Content and Mobile Devices 2013, 2013
Relative Hidden Markov Models for Evaluating Motion Skill.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013
Mining discriminative components with low-rank and sparsity constraints for face recognition.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012
Towards Computational Understanding of Skill Levels in Simulation-Based Surgical Training via Automatic Video Analysis.
Proceedings of the Advances in Visual Computing - 6th International Symposium, 2010
Joint Sparsity Model with Matrix Completion for an ensemble of face images.
Proceedings of the International Conference on Image Processing, 2010
Synthesis of stereoscopic views from monocular endoscopic videos.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010
Discriminative K-SVD for dictionary learning in face recognition.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010