Books

Visual Attributes for Fashion Analytics
Si Liu, Lisa M. Brown, Qiang Chen, Junshi Huang, Luoqi Liu and Shuicheng Yan
Chapter in Visual Attributes. R. Feris, C. Lampert, and D. Parikh, Editors. Springer. To appear, 2016[PDF]

Journal Papers

Composing Semantic Collage for Image Retargeting
Si Liu, Zhen Wei, Yao Sun, Xinyu Ou, Junyu Lin, Bin Liu, Ming-Hsuan Yang
TIP 2018[PDF]
Correlation Particle Filter for Visual Tracking
Tianzhu Zhang, Si Liu, Changsheng Xu, Bin Liu, Ming-Hsuan Yang
TIP 2018[PDF]
Human Parsing by Weak Structural Label
Zhiyong Chen, Si Liu, Yanlong Zhai, Jia Lin, Xiaochun Cao, Liang Yang
Multimedia Tools and Applications 2018[PDF]
Robust Target Tracking by Online Random Forests and Superpixels
Wei Wang, Chunping Wang, Si Liu, Xiaochun Cao
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) 2018[PDF]
Improved Search in Hamming Space using Deep Multi-Index Hashing
Hanjiang Lai, Yan Pan, Si Liu, Zhenbin Weng, Jian Yin
TCSVT 2018[PDF]
A weakly supervised method for makeup-invariant face verification
Yao Sun, Lejian Ren, Zhen Wei, Bin Liu, Yanlong Zhai, Si Liu
Pattern Recognition 2017[PDF]
Adult Images and Videos Recognition by Deep Multi-Context Network and Fine-to-Coarse Strategy
Xinyu Ou, Hefei Ling, Han Yu, Si Liu
ACM Transactions on Intelligent Systems and Technology (TIST) 2017[PDF]
Objectness Region Enhancement Networks for Scene Parsing
Xinyu Ou, Ping Li, Hefei Ling, Si Liu, Tianjiang Wang, Dan Li
Journal of Computer Science and Technology (JCST) 2017[PDF]
Hierarchical Deep Semantic Hashing for Fast Image Retrieval
Xinyu Ou, Hefei Ling, Si Liu, Jie Lei
Multimedia Tools and Applications, 2016[PDF]
Robust Visual Tracking via Exclusive Context Modeling
Tianzhu Zhang,Bernard Ghanem,Si Liu,Changsheng Xu,Narendra Ahuja
IEEE Transactions on Cybernetics[PDF]
Deep Human Parsing with Active Template Regression
Xiaodan Liang, Si Liu, Xiaohui Shen, Jianchao Yang, Luoqi Liu, Liang Lin, Shuicheng Yan
IEEE Transactions on Pattern Analysis and Machine Intelligence, (TPAMI) 2015[PDF]
Fashion Parsing With Video Context
Si Liu, Xiaodan Liang, Luoqi Liu, Liang Lin, Ke Lv, Xiaochun Cao , Shuicheng Yan
IEEE Transactions on Multimedia (TMM) 2015[PDF]
SLED: Semantic Label Embedding Dictionary Representation for Multi-label Image Annotation
Xiaochun Cao, Hua Zhang, Xiaojie Guo, Si Liu and Dan Meng
IEEE Trans. on Image Processing (TIP), 2015[PDF]
Robust Visual Tracking via Consistent Low-Rank Sparse Learning
Tianzhu Zhang, Si Liu, Narendra Ahuja, Ming-Hsuan Yang, Bernard Ghanem
International Journal of Computer Vision (IJCV), 2014[PDF]
Fashion Parsing with Weak Color-Category Labels
Si Liu, Jiashi Feng, Csaba Domokos, Junshi Huang, Zhenzhen Hu, Shuicheng Yan
IEEE Transactions on Multimedia (TMM), 2014[PDF]
Fashion Analysis: Current Techniques and Future Directions
Si Liu, Luoqi Liu, Shuicheng Yan
IEEE MultiMedia 21(2): 72-79 (2014)[PDF]
Snap & Play: Auto-Generate Personalized Find-the-Difference Game
Si Liu, Qiang Chen, Shuicheng Yan, Changsheng Xu, Hanqing Lu
IEEE Transactions on Image Processing (TIST), 2014[PDF]
Wow! You Are So Beautiful Today!
Luoqi Liu, Jun┬Čliang Xing, Si Liu, Hui Xu, Xi Zhou, Shuicheng Yan
Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP), 2014[PDF]
Weakly-Supervised Graph Propagation Towards Collective Image Parsing
Si Liu, Shuicheng Yan, Tianzhu Zhang, Changsheng Xu, Jing Liu, Hanqing Lu
IEEE Transactions on Multimedia (TMM), Volume: 14, Issue: 2, Page(s): 361-373, 2012[PDF]
PicWords: Render a Picture by Packing Keywords
Zhenzhen Hu, Si Liu, Jianguo Jiang, Richang Hong, Meng Wang, Shuicheng Yan
IEEE Transactions on Multimedia (TMM) 16(4): 1156-1164 (2014)[PDF]
Circle & Search: Attribute-aware Shoe Retrieval
Junshi Huang, Si Liu, Junliang Xing, Tao Mei, Shuicheng Yan
Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP), 2014[PDF]
Clothing Attributes Assisted Person Re-identification
Annan Li, Luoqi Liu, Kang Wang, Si Liu, Shuicheng Yan
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT). In 2014[PDF]
Towards Decrypting Attractiveness via Multi-Modality Cues
Tam V. Nguyen, Si Liu, Bingbing Ni, Jun Tan, Yong Rui, Shuicheng Yan
Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP), 2013[PDF]
Robust Visual Tracking via Structured Multi-Task Sparse Learning
Tianzhu Zhang, Bernard Ghanem, Si Liu*, Narendra Ahuja
International Journal of Computer Vision (IJCV), Volume: 101, Issue: 2, Page(s): 367-383, 2012[PDF]
A Generic Framework for Video Annotation via Semi-supervised Learning
Tianzhu Zhang, Changsheng Xu, Guangyu Zhu, Si Liu and Hanqing Lu
IEEE Transactions on Multimedia (TMM), Volume: 14, Issue: 4, Page(s): 1206-1219, 2012[PDF]
Boosted Exemplar Learning for Action Recognition and Annotation
Tianzhu Zhang, Jing Liu, Si Liu, Changsheng Xu, and Hanqing Lu
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), Volume: 21, Issue: 7, Page(s): 853-866, 2011[PDF]

Conference Papers

Cross-domain Human Parsing via Adversarial Feature and Label Adaptation
Si Liu, Yao Sun, Defa Zhu, Guanghui Ren, Yu Chen, Jiashi Feng, and Jizhong Han
AAAI 2018[PDF]
Learning Adaptive Receptive Fields for Deep Image Parsing Network
Zhen Wei, Yao Sun, Junyu Lin, Si Liu
Computational Visual Media 2018[PDF]
Ensemble Soft-Margin Softmax Loss for Image Classification
Xiaobo Wang, Shifeng Zhang, Zhen Lei, Si Liu, Xiaojie Guo, Stan Z. Li
IJCAI 2018[PDF]
BeautyGAN: Instance-level Facial Makeup Transfer with Deep Generative Adversarial Network
--Oral
Tingting Li, Ruihe Qian, Chao Dong, Si Liu, Qiong Yan, Wenwu Zhu, Liang Lin
ACM MM 2018[PDF] [code]
Face Aging with Contextual Generative Adversarial Nets
Si Liu, Yao Sun, Wei Wang, Renda Bao, Defa Zhu, Xiangbo Zhu, and Shuicheng Yan
ACM MM 2017[PDF]
Fast Deep Matting for Portrait Animation on Mobile Phone
Bingke Zhu, Yingying Chen, Si Liu, Bo Zhang, Jinqiao Wang and Ming Tang
ACM MM 2017[PDF]
Magic-wall: Visualizing Room Decoration
Ting Liu, Yunchao Wei, Yao Zhao, Si Liu and Shikui Wei
ACM MM 2017[PDF]
RSVP: A Real-Time Surveillance Video Parsing System with Single Frame Supervision
Han Yu, Guanghui Ren, Ruihe Qian, Yao Sun, Changhu Wang, Hanqing Lu and Si Liu
ACM MM 2017[PDF]
Time Traveler: a real-time face aging system
Lejian Ren, Si Liu, Yao Sun, JianDong, Luoqi Liu and Shuicheng Yan
ACM MM 2017[PDF]
Learning Adaptive Receptive Fields for Deep Image Parsing Network
Zhen Wei, Yao Sun, Jinqiao Wang, Hanjiang Lai, Si Liu
CVPR 2017[PDF]
Surveillance Video Parsing with Single Frame Supervision
Si Liu, Changhu Wang, Ruihe Qian, Han Yu, Renda Bao, Yao Sun
CVPR 2017[PDF]
Beauty eMakeup: a Deep Makeup Transfer System
Xinyu Ou, Si Liu, Xiaochun Cao, Hefei Ling
ACM MM demo[PDF]
Single Image Dehazing via Multi-Scale Convolutional Neural Networks
Wenqi Ren, Si Liu, Hua Zhang, Jianshan Pan, Xiaochun Cao, Ming-Hsuan Yang
ECCV 2016[PDF]
Deep Multi-Context Network for Fine-Grained Visual Recognition
Xinyu Ou, Zhen Wei, Si Liu, Xiaochun Cao, Hefei Ling
ICME 2016, Grand Challenge[PDF]
Makeup like a superstar: Deep Localized Makeup Transfer Network
Si Liu, Xinyu Ou, Ruihe Qian, Wei Wang and Xiaochun Cao
IJCAI 2016[PDF]
SketchNet: Sketch Classification with Web Images
Hua Zhang, Si Liu, Changqing Zhang, Wenqi Ren, Xiaochun Cao
CVPR 2016[PDF]
Structural Correlation Filter for Robust Visual Tracking
Si Liu, Tianzhu Zhang, Changsheng Xu, and Xiaochun Cao
CVPR 2016[PDF]
Matching-CNN Meets KNN: Quasi-Parametric Human Parsing
Si Liu, Xiaodan Liang, Luoqi Liu, Xiaohui Shen, Jianchao Yang, Changsheng Xu, Xiaochun Cao, Shuicheng Yan
CVPR 2015[PDF]
Towards Computational Baby Learning: A Weakly-Supervised Approach for Object Detection
Xiaodan Liang, Si Liu, Yunchao Wei, Luoqi Liu, Liang Lin, Shuicheng Yan
ICCV 2015[PDF]
Deep People Counting in Extremely Dense Crowds
Chuan Wang, Hua Zhang, Yang Liang, Si Liu, Xiaochun Cao
ACM MM 2015[PDF]
Diversity-induced Multiview Subspace Clustering
Xiaochun Cao, Changqing Zhang, Huazhu Fu, Si Liu
CVPR 2015[PDF]
Structural Sparse Tracking
Tianzhu Zhang, Si Liu, Changsheng Xu, Shuicheng Yan, Narendra Ahuja, Bernard Ghanem, Ming-Hsuan Yang
CVPR 2015[PDF]
Low-Rank Tensor Constrained Multiview Subspace Clustering
Changqing Zhang, Huazhu Fu, Si Liu, Guangcan Liu, Xiaochun, Cao
ICCV 2015[PDF]
Human Parsing With Contextualized Convolutional Neural Network
Xiaodan Liang, Chunyan Xu, Xiaohui Shen, Jianchao Yang, Si Liu, Jinhui Tang, Liang Lin, Shuicheng Yan
ICCV 2015[PDF]
Fashion Parsing with Video Context
Si Liu, Xiaodan Liang, Luoqi Liu, Liang Lin, Ke Lv, Shuicheng Yan
ACM MM, 2014[PDF]
Hi, magic closet, tell me what to wear!
Si Liu, Tam V. Nguyen, Jiashi Feng, Meng Wang, Shuicheng Yan
ACM MM, 2012, (Best Technical Demonstration Award)[PDF]
Hi, magic closet, tell me what to wear!
Si Liu, Jiashi Feng, Zheng Song, Tianzhu Zhang, Hanqing Lu, Changsheng Xu, Shuicheng Yan
ACM MM, 2012[PDF]
Street-to-Shop: Cross-Scenario Clothing Retrieval via Human Part Alignment and Auxiliary Set
Si Liu, Zheng Song, Guangcan Liu, Shuicheng Yan, Changsheng Xu, Hanqing Lu
CVPR, 2012, (Oral, 2.5%)[PDF]
Street-to-shop: cross-scenario clothing retrieval via parts alignment and auxiliary set
Si Liu, Zheng Song, Meng Wang, Changsheng Xu, Hanqing Lu, Shuicheng Yan
ACM MM demo, 2012[PDF]
Size Adaptive Selection of Most Informative Features
Si Liu, Hairong Liu, Shuicheng Yan, Longin Latecki, Changsheng Xu, Hanqing Lu
AAAI 2011, (Oral, 4.8% acceptance rate)[PDF]
Snap & Play: Auto-generate Personalized Find-the-Difference Mobile Game
Si Liu, Qiang Chen, Shuicheng Yan, Changsheng Xu, Hanqing Lu
ACM MM, 2011[PDF]
Puzzle Search: Image Retrieval and Ranking with Consistent Reconstruction of Multi-Attribute Queries
Xiaochun Cao, Hua Zhang, Xiaojie Guo, Si Liu, and Xiaowu Chen
ECCV, 2014[PDF]
Wow! you are so beautiful today!
Luoqi Liu, Hui Xu, Junliang Xing, Si Liu, Xi Zhou, Shuicheng Yan
ACM MM, 2013. (Best Paper Award)[PDF]
eHeritage of shadow puppetry: creation and manipulation
Min Lin, Zhenzhen Hu, Si Liu, Meng Wang, Richang Hong, Shuicheng Yan
ACM MM, 2013. (Oral, 20% acceptance rate) and a ACM DEMO[PDF]
Wow! you are so beautiful today!
Luoqi Liu, Hui Xu, Si Liu, Junliang Xing, Xi Zhou, Shuicheng Yan
ACM MM demo, 2013[PDF]
Low-Rank Sparse Coding for Image Classification
Tianzhu Zhang, Bernard Ghanem, Si Liu, Changsheng Xu , Narendra Ahuja
ICCV, 2013[PDF]
SYM-FISH: A Symmetry-aware Flip Invariant Sketch Histogram Shape Descriptor
Xiaochun Cao, Hua Zhang, Si Liu, Xiaojie Guo
ICCV 2013[PDF]
Sense beauty via face, dressing, and/or voice
Tam V. Nguyen, Si Liu, Bingbing Ni, Jun Tan, Yong Rui, Shuicheng Yan
ACM MM 2012, (full paper)[PDF]
Low-Rank Sparse Learning for Robust Visual Tracking
Tianzhu Zhang, Bernard Ghanem, Si Liu, Narendra Ahuja
ECCV, 2012[PDF]
Robust Visual Tracking via Multi-Task Sparse Learning
Tianzhu Zhang, Bernard Ghanem, Si Liu, Narendra Ahuja
CVPR, 2012, (Oral, 2.5%)[PDF]
A Generic Framework for Event Detection in Various Video Domain
Tianzhu Zhang, Changsheng Xu, Guangyu Zhu, Si Liu, Hanqing Lu
ACM MM, 2010[PDF]