Selected Publications

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Journal Papers:

  1. Wei Wang, Chunping Wang, Si Liu, Xiaochun Cao, Robust Target Tracking by Online Random Forests and Superpixels, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) 2016.

  2. Zhiyong Chen, Wei Zhang, Bin Hu*, Xiaochun Cao, Si Liu, and Dan Meng, Retrieving Objects by Partitioning, IEEE Transactions on Big Data (TBD), 2016

  3. Si Liu, Xiaodan Liang, Luoqi Liu, Liang Lin, Ke Lv, Xiaochun Cao , Shuicheng Yan, Fashion Parsing With Video Context, IEEE Transactions on Multimedia (TMM) 2015.

  4. Xiaochun Cao, Hua Zhang, Xiaojie Guo, Si Liu and Dan Meng, SLED: Semantic Label Embedding Dictionary Representation for Multi-label Image Annotation, IEEE Trans. on Image Processing (TIP) , 2015.

  5. Xiaodan Liang, Si Liu, Xiaohui Shen, Jianchao Yang, Luoqi Liu, Liang Lin, Shuicheng Yan, Deep Human Parsing with Active Template Regression, IEEE Transactions on Pattern Analysis and Machine Intelligence, (TPAMI) 2015.

  6. Si Liu, Jiashi Feng, Csaba Domokos, Junshi Huang, Zhenzhen Hu, Shuicheng Yan. "Fashion Parsing with Weak Color-Category Labels." IEEE Transactions on Multimedia (TMM), 2014, [Project Page]

  7. Si Liu, Luoqi Liu, Shuicheng Yan: Fashion Analysis: Current Techniques and Future Directions. IEEE MultiMedia 21(2): 72-79 (2014).

  8. Si Liu, Qiang Chen, Shuicheng Yan, Changsheng Xu, Hanqing Lu. "Snap & Play: Auto-Generate Personalized Find-the-Difference Game." IEEE Transactions on Image Processing (TIST), 2014.

  9. Luoqi Liu, Jun­liang Xing, Si Liu, Hui Xu, Xi Zhou, Shuicheng Yan. "Wow! You Are So Beau­ti­ful Today!". In ACM Trans­ac­tions on Mul­ti­me­dia Com­put­ing, Com­mu­ni­ca­tions and Ap­pli­ca­tions (TOM­C­CAP). In 2014.

  10. Si Liu, Shuicheng Yan, Tianzhu Zhang, Changsheng Xu, Jing Liu, Hanqing Lu. "Weakly-Supervised Graph Propagation Towards Collective Image Parsing." IEEE Transactions on Multimedia (TMM), Volume: 14, Issue: 2, Page(s): 361-373, 2012.

  11. 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, * Corresponding author.

  12. Zhenzhen Hu, Si Liu*, Jianguo Jiang, Richang Hong, Meng Wang, Shuicheng Yan: PicWords: Render a Picture by Packing Keywords. IEEE Transactions on Multimedia (TMM) 16(4): 1156-1164 (2014), * Corresponding author.

  13. Junshi Huang, Si Liu, Junliang Xing, Tao Mei, Shuicheng Yan. "Circle & Search: Attribute-aware Shoe Retrieval.” Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP), 2014.

  14. Annan Li, Luoqi Liu, Kang Wang, Si Liu, Shuicheng Yan. Clothing Attributes Assisted Person Re-identification. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT). In 2014

  15. Tam V. Nguyen, Si Liu, Bingbing Ni, Jun Tan, Yong Rui, Shuicheng Yan. "Towards Decrypting Attractiveness via Multi-Modality Cues." Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP), 2013.

  16. 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, Page(s): 367-383, 2012.

  17. 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.

  18. 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), Volume: 21, Issue: 7, Page(s): 853-866, 2011

Conference Papers:

  1. Wenqi Ren, Si Liu, Hua Zhang, Jianshan Pan, Xiaochun Cao, Ming-Hsuan Yang, Single Image Dehazing via Multi-Scale Convolutional Neural Networks, ECCV 2016.

  2. Xinyu Ou, Zhen Wei, Si Liu, Xiaochun Cao, Hefei Ling, Deep Multi-Context Network for Fine-Grained Visual Recognition, 2016 IEEE International Conference on Multimedia and Expo (ICME 2016), Grand Challenge

  3. Si Liu, Xinyu Ou, Ruihe Qian, Wei Wang and Xiaochun Cao, Makeup like a superstar: Deep Localized Makeup Transfer Network, International Joint Conference on Artificial Intelligence (IJCAI) 2016

  4. Si Liu, Tianzhu Zhang, Changsheng Xu, and Xiaochun Cao, Structural Correlation Filter for Robust Visual Tracking, CVPR 2016

  5. Hua Zhang, Si Liu, Changqing Zhang, Wenqi Ren, Rui Wang, Xiaochun Cao, SketchNet: Sketch Classification with Web Images, CVPR 2016

  6. Chuan Wang, Hua Zhang, Yang Liang, Si Liu, Xiaochun Cao, Deep People Counting in Extremely Dense Crowds, ACM MM 2015.

  7. Si Liu, Xiaodan Liang, Luoqi Liu, Xiaohui Shen, Jianchao Yang, Changsheng Xu, Xiaochun Cao, Shuicheng Yan. “Matching-CNN Meets KNN: Quasi-Parametric Human Parsing. In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2015

  8. Xiaochun Cao, Changqing Zhang, Huazhu Fu, Si Liu. "Diversity-induced Multiview Subspace Clustering." In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2015

  9. Tianzhu Zhang, Si Liu, Changsheng Xu, Shuicheng Yan, Narendra Ahuja, Bernard Ghanem, Ming-Hsuan Yang. "Structural Sparse Tracking". In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2015

  10. Changqing Zhang, Huazhu Fu, Si Liu, Guangcan Liu, Xiaochun, Cao. Low-Rank Tensor Constrained Multiview Subspace Clustering. ICCV 2015.

  11. Xiaodan Liang, Si Liu, Yunchao Wei, Luoqi Liu, Liang Lin, Shuicheng Yan. Towards Computational Baby Learning: A Weakly-Supervised Approach for Object Detection. ICCV 2015

  12. Xiaodan Liang, Chunyan Xu, Xiaohui Shen, Jianchao Yang, Si Liu, Jinhui Tang, Liang Lin, Shuicheng Yan, Human Parsing With Contextualized Convolutional Neural Network, ICCV 2015.

  13. Si Liu, Xiaodan Liang, Luoqi Liu, Liang Lin, Ke Lv, Shuicheng Yan. Fashion Parsing with Video Context. In ACM International Conference on Multimedia (ACM MM), 2014, (full paper).

  14. Si Liu, Tam V. Nguyen, Jiashi Feng, Meng Wang, Shuicheng Yan, "Hi, magic closet, tell me what to wear!" International Conference on Multimedia (ACM MM), 2012, (Best Technical Demonstration Award).

  15. Si Liu, Jiashi Feng, Zheng Song, Tianzhu Zhang, Hanqing Lu, Changsheng Xu, Shuicheng Yan. "Hi, magic closet, tell me what to wear!" International Conference on Multimedia (ACM MM), 2012, (full paper).

  16. Si Liu, Zheng Song, Guangcan Liu, Shuicheng Yan, Changsheng Xu, Hanqing Lu. "Street-to-Shop: Cross-Scenario Clothing Retrieval via Human Part Alignment and Auxiliary Set." In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2012, (Oral, 2.5%).

  17. Si Liu, Hairong Liu, Shuicheng Yan, Longin Latecki, Changsheng Xu, Hanqing Lu. "Size Adaptive Selection of Most Informative Features." In proceedings of Association for the Advancement of Artificial Intelligence (AAAI), 2011, (Oral, 4.8% acceptance rate).

  18. Si Liu, Qiang Chen, Shuicheng Yan, Changsheng Xu, Hanqing Lu. "Snap & Play: Auto-generate Personalized Find-the-Difference Mobile Game." International Conference on Multimedia (ACM MM), 2011.

  19. Si Liu, Zheng Song, Meng Wang, Changsheng Xu, Hanqing Lu, Shuicheng Yan. "Street-to-shop: cross-scenario clothing retrieval via parts alignment and auxiliary set." International Conference on Multimedia (ACM MM) demo, 2012.

  20. Xiaochun Cao, Hua Zhang, Xiaojie Guo, Si Liu, and Xiaowu Chen, Puzzle Search: Image Retrieval and Ranking with Consistent Reconstruction of Multi-Attribute Queries, European Conference on Computer Vision (ECCV), 2014.

  21. Luoqi Liu, Hui Xu, Junliang Xing, Si Liu, Xi Zhou, Shuicheng Yan. "Wow! you are so beautiful today!" ACM Multimedia (ACM MM), 2013. (Best Paper Award).

  22. Min Lin, Zhenzhen Hu, Si Liu, Meng Wang, Richang Hong, Shuicheng Yan. "eHeritage of shadow puppetry: creation and manipulation." ACM Multimedia (ACM MM), 2013. (Oral, 20% acceptance rate).

  23. Luoqi Liu, Hui Xu, Si Liu, Junliang Xing, Xi Zhou, Shuicheng Yan: "Wow! you are so beautiful today!" ACM Multimedia (ACM MM) demo, 2013.

  24. Zhenzhen Hu, Min Lin, Si Liu, Meng Wang, Richang Hong, Shuicheng Yan. "eHeritage of shadow puppetry: creation and manipulation." ACM Multimedia (ACM MM) demo, 2013.

  25. Tianzhu Zhang, Bernard Ghanem, Si Liu, Changsheng Xu , Narendra Ahuja. "Low-Rank Sparse Coding for Image Classification." International Conference on Computer Vision (ICCV), 2013.

  26. Xiaochun Cao, Hua Zhang, Si Liu, Xiaojie Guo. "SYM-FISH: A Symmetry-aware Flip Invariant Sketch Histogram Shape Descriptor." International Conference on Computer Vision (ICCV), 2013.

  27. Tam V. Nguyen, Si Liu, Bingbing Ni, Jun Tan, Yong Rui, Shuicheng Yan. "Sense beauty via face, dressing, and/or voice." International Conference on Multimedia (ACM MM), 2012, (full paper).

  28. Tianzhu Zhang, Bernard Ghanem, Si Liu, Narendra Ahuja. "Low-Rank Sparse Learning for Robust Visual Tracking." European Conference on Computer Vision (ECCV), 2012.

  29. Tianzhu Zhang, Bernard Ghanem, Si Liu, Narendra Ahuja. "Robust Visual Tracking via Multi-Task Sparse Learning." In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2012, (Oral, 2.5%).

  30. Tianzhu Zhang, Changsheng Xu, Guangyu Zhu, Si Liu, Hanqing Lu. "A Generic Framework for Event Detection in Various Video Domain." International Conference on Multimedia (ACM MM), 2010 (full paper).