Publications

Selected Journal Papers:
  1. Tianzhu Zhang, Si Liu, Narendra Ahuja, Ming-Hsuan Yang, Bernard Ghanem."Robust Visual Tracking via Consistent Low-Rank Sparse Learning", International Journal of Computer Vision (IJCV), 2014, in press.[code]
  2. Tianzhu Zhang, Bernard Ghanem, Si Liu, Narendra Ahuja."Robust Visual Tracking via Structured Multi-Task Sparse Learning," International Journal of Computer Vision (IJCV), Volume: 101, Issue: 2, pp. 367-383, 2013[pdf] [code]
  3. Tianzhu ZhangChangsheng Xu."Cross-Domain Multi-Event Tracking via CO-PMHT", ACM Transactions on Multimedia Computing, Communications and Applications (TOMM), 2013.
  4. Tianzhu Zhang, Si Liu, Changsheng Xu, and Hanqing Lu. "Mining Semantic Context Information for Intelligent Video Surveillance of Traffic Scenes," IEEE Transactions on Industrial Informatics (TII), Volume: 9,Issue: 1, Page(s): 149 - 160, 2013 [pdf]]
  5. Tianzhu Zhang, Changsheng Xu, Guangyu Zhu, Si Liu and Hanqing Lu. "A Generic Framework for Video Annotation via Semi-supervised Learning," IEEE Transactions on Multimedia (TMM), Volume: 14,Issue: 4, Page(s): 1206 - 1219, 2012. [pdf]
  6. Tianzhu Zhang, Jing Liu, Si Liu, Changsheng Xu, and Hanqing Lu. "Boosted Exemplar Learning for Action Recognition and Annotation," IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 21, no. 7, pp. 853-866, 2011. [pdf]
  7. Tianzhu Zhang, Si Liu, Changsheng Xu, and Hanqing Lu. "M4L: Maximum Margin Multi-instance Multi-cluster Learning for Scene Modeling," Pattern Recognition (PR)Volume: 46, Issue: 10, pp. 2711 - 2723, 2013[pdf]
  8. Tianzhu Zhang, Si Liu, Changsheng Xu, and Hanqing Lu. "Boosted Multi-Class Semi-Supervised Learning for Human Action Recognition," Pattern Recognition (PR), vol. 44, no. 10-11, pp. 2334-2342, 2010. [pdf]


Selected Conference Papers:
  1. Tianzhu Zhang, Si Liu, Changsheng Xu, Yi Ma, Shuicheng Yan, Bernard Ghanem, Narendra Ahuja, Ming-Hsuan Yang. "Structural Sparse Tracking", IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), Pages 150- 158, 2015.
  2. Tianzhu Zhang, Kui Jia, Changsheng Xu, Yi Ma, Narendra Ahuja. "Partial Occlusion Handling for Visual Tracking via Robust Part Matching", IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), Pages 1258 - 1265, 2014.
  3. Tianzhu Zhang, Bernard Ghanem, Si Liu, Changsheng Xu, Narendra Ahuja."Low-Rank Sparse Coding for Image Classification", IEEE International Conference on Computer Vision (ICCV), 2013.
  4. Tianzhu Zhang, Bernard Ghanem, Si Liu, Narendra Ahuja."Low-Rank Sparse Learning for Robust Visual Tracking", European Conference on Computer Vision (ECCV), 2012. [pdf][code]
  5. Tianzhu Zhang, Bernard Ghanem, Si Liu, Narendra Ahuja."Robust Visual Tracking via Multi-Task Sparse Learning", IEEE International Conference on Computer Vision and Pattern Recognition (CVPR Oral 2.5%), 2012. [pdf[code]
  6. Tianzhu Zhang, Changsheng Xu, Guangyu Zhu, Si Liu, and Hanqing Lu. "A Generic Framework for Event Detection in Various Video Domains," ACM Multimedia (MM Oral), 2010. (Full paper) [pdf]
  7. Tianzhu Zhang, Hanqing Lu, and Stan Z. Li. "Learning Semantic Scene Models by Object Classification and Trajectory Clustering," IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2009[pdf]
  8. Si Liu, Jiashi Feng, Zheng Song, Tianzhu Zhang, Hanqing Lu, Changsheng Xu, Shuicheng Yan."Hi, Magic Closet, Tell Me What to Wear!",  ACM Multimedia (MM Oral), 2012. (Full paper). [pdf]
  9. Tianzhu Zhang, Bernard Ghanem, Changsheng Xu, Narendra Ahuja.Object Tracking by Occlusion Detection via Structured Sparse Learning”, Computer Vision and Pattern Recognition Workshops (CVPRW), 2013.


Patents:
  1. Hanqing Lu, Jingqiao Wang, and Tianzhu Zhang. "Semantic Scene Understanding in Video Surveillance." In Chinese, 2011.
  2. Changsheng Xu, Hanqing Lu, Tianzhu Zhang, and Si Liu. "Event Detection for Multimedia System." In Chinese, 2011.













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tianzhu zhang,
Oct 13, 2012, 2:38 AM