DIG-publications

Publications

2015:

	Deep Semantic Ranking Based Hashing for Multi-Label Image Retrieval [PDF] Fang Zhao, Yongzhen Huang, Liang Wang, Tieniu Tan Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2015)
	Hierarchical Recurrent Neural Network for Skeleton Based Action Recognition [PDF] Yong Du, Wei Wang, Liang Wang Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2015)
	COT: Contextual Operating Tensor for Context-aware Recommender Systems [PDF][Slides] Qiang Liu, Shu Wu, Liang Wang Twenty-Ninth AAAI Conference on Artificial Intelligence (AAAI 2015)

2014:

	Feature Coding In Image Classfication: A Comprehensive Study Yongzhen Huang, Zifeng Wu, Liang Wang, Tieniu Tan IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI 2014)
	Robust Recovery of Corrupted Low-Rank Matrix by Implicit Regularizers [PDF] Ran He, Tieniu Tan, Liang Wang IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI 2014)
	Spectrum-Based Kernel Length Estimation for Gaussian Process Classification [PDF] Liang Wang, Chuan Li IEEE Transactions on Cybernetics (TC, previously TSMC-B, 2014)
	Multiple Spatial Pooling for Visual Object Recognition [PDF] Yongzhen Huang, Zifeng Wu, Liang Wang, Chunfeng Song Neurocomputing (NEUCOM 2014)
	Spatial Modeling Via Feature Co-pooling and SG Grafting [PDF] Feng Liu, Yongzhen Huang, Liang Wang, Wankou Yang, Changyin Sun Neurocomputing (NEUCOM 2014)
	Hierarchical Feature Coding for Image Classification [PDF] Jingyu Liu, Yongzhen Huang, Liang Wang, Shu Wu Neurocomputing (NEUCOM 2014)
	Locally Incremental Visual Cluster Analysis Using Markov Random Field [PDF] Zhen Zhou, Li Zhong, Liang Wang Neurocomputing (NEUCOM 2014)
	Generalized Autoencoder: A Neural Network Framework for Dimensionality Reduction [PDF] [Slides] Wei Wang, Yan Huang, Yizhou Wang, Liang Wang CVPR 2014 Workshop: DeepVision - Deep Learning for Computer Vision 2014 (oral)
	Deep Embedding Network for Clustering [PDF] [Poster] Peihao Huang, Yan Huang, Wei Wang, Liang Wang International Conference on Pattern Recognition (ICPR best student paper 2014)
	A General Nonlinear Embedding Framework Based on Deep Neural Network [PDF] Yan Huang, Wei Wang, Liang Wang, Tieniu Tan International Conference on Pattern Recognition (ICPR oral 2014)
	Early Hierarchical Contexts Learned by Convolutional Networks for Image Segmentation [PDF] Zifeng Wu, Yongzhen Huang, Liang Wang, Tieniu Tan International Conference on Pattern Recognition (ICPR 2014)
	Discriminative Representative Selection via Structure Sparsity [PDF] [Poster] Baoxing Wang, Qiyue Yin, Shu Wu, Liang Wang International Conference on Pattern Recognition (ICPR 2014)
	Semi-Supervised Subspace Clustering [PDF] Dong Wang, Qiyue Yin, Ran He, Liang Wang, Tieniu Tan IEEE International Conference on Image Processing (ICIP 2014)
	Recognizing Gaits Across Views Through Correlated Motion Co-Clustering [PDF] Worapan Kusakunniran, Qiang Wu, Hongdong Li, Liang Wang IEEE Transactions on Image Processing (TIP 2014)
	Encoding Optimization Using Nearest Neighbor Descriptor [PDF] Muhammad Rauf, Yongzhen Huang, Liang Wang Chinese Conference on Pattern Recognition (CCPR 2014)

2013:

	Relevance Topic Model for Unstructured Social Group Activity Recognition [PDF] Fang Zhao, Yongzhen Huang, Liang Wang, Tieniu Tan Neural Information Processing Systems(NIPS 2013)
	Learning Coupled Feature Spaces for Cross-modal Matching [PDF] [Poster] Kaiye Wang, Ran He, Wei Wang, Liang Wang, Tieniu Tan IEEE International Conference on Computer Vision (ICCV 2013)
	Discovering Compact Topical Descriptors for Web Video Retrieval [PDF] Fang Zhao, Yongzhen Huang, Liang Wang, Tieniu Tan IEEE International Conference on Image Processing (ICIP oral 2013)
	Multi-task Deep Neural Network for Multi-label Learning [PDF] Yan Huang, Wei Wang, Liang Wang, Tieniu Tan IEEE International Conference on Image Processing (ICIP oral 2013)
	Depth-embedded Multiple Pooling for Image Classification [PDF] [Poster] Zhen Zhou, Yongzhen Huang, Liang Wang, Tieniu Tan IEEE International Conference on Image Processing (ICIP 2013)
	Information-Theoretic Outlier Detection for Large-Scale Categorical Data [PDF] Shu Wu, Shengrui Wang IEEE Transactions on Knowledge and Data Engineering (TKDE 2013)
	Multi-modal Subspace Learning with Joint Graph Regularization for Cross-modal Retrieval [PDF] [Poster] Kaiye Wang, Wei Wang, Ran He, Liang Wang, Tieniu Tan The Asian Conference on Pattern Recognition (ACPR 2013)
	Auto-encoder Based Data Clustering [PDF] [Slides] Chunfeng Song, Feng Liu, Yongzhen Huang, Liang Wang, Tieniu Tan 18th Iberoamerican Congress on Pattern Recognition, (CIAPR oral 2013)
	Boosting Deformable Part Model by Sample Sharing and Outlier Ablation [PDF] Feng Liu, Yongzhen Huang, Liang Wang, Wankou Yang International Conference on Intelligence Science and Big Data Engineering (IScIDE oral 2013)
	Pedestrian Detection Based on Incremental Learning [PDF] Yu Xia, Yongzhen Huang, Liang Wang, Xin Geng International Conference on Intelligence Science and Big Data Engineering (IScIDE 2013)
	An Online One Class Support Vector Machine-Based Person-Specific Fall Detection System for Monitoring an Elderly Individual in a Room Environment [PDF] Miao Yu, Yuanzhang Yu, Liang Wang, Jonathon A. Chambers IEEE Journal of Biomedical and Health Informatics (JBHI 2013)

2012:

	Human Identification Using Temporal Information Preserving Gait Templates[PDF] Chen Wang, Junping Zhang, Liang Wang, Jian Pu, Xiaoru Yuan IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI, 2012)
	l_2,1 Regularized Correntropy for Robust Feature Selection [PDF] Ran He, Tieniu Tan, Liang Wang, Weishi Zheng Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition (CVPR, 24% acceptance rate, 2012)
	Improved Gaussian Process Classification via Feature Space Rotation [PDF] Liang Wang, Christopher Leckie Neurocomputing (NEUCOM 2012)
	Robust Visual Tracking Using Structure Hierarchy and Graph Matching [PDF] Yizhe Song, Chuan Li, Liang Wang, Peter Hall, Peiyi Shen Neurocomputing (NEUCOM 2012)
	Contextual Pooling in Image Classification [PDF] Zifeng Wu, Yongzhen Huang, Liang Wang, Tieniu Tan Asian Conference on Computer Vision (ACCV 2012)
	Spatial Graph for Image Classification [PDF] Zifeng Wu, Yongzhen Huang, Liang Wang, Tieniu Tan Asian Conference on Computer Vision (ACCV oral 2012)
	Group Encoding of Local Features in Image Classification [PDF] Zifeng Wu, Yongzhen Huang, Liang Wang, Tieniu Tan International Conference on Pattern Recognition (ICPR oral 2012)
	An Effective Regional Saliency Model Based on Extended Site Entropy Rate [PDF] Yan Huang, Wei Wang, Liang Wang, Tieniu Tan International Conference on Pattern Recognition (ICPR oral 2012)
	Continuum Regression for Cross-modal Multimedia Retrieval [PDF] Yongming Chen, Liang Wang, Wei Wang, and Zhang Zhang IEEE International Conference on Image Processing (ICIP 2012)
	Baseline Results for Violence Detection in Still Images [PDF] Dong Wang, Zhang Zhang, Wei Wang, Liang Wang, Tieniu Tan IEEE International Conference on Advanced Video and Signal-based Surveillance (AVSS 2012)
	Structure Sparsity for Multi-camera Gait Recognition [PDF] [Slides] Qiyue Yin, Rong Sun, Liang Wang, Ran He Chinese Conference on Pattern Recognition (CCPR Oral 2012)
	Violence Detection in Video by Slow Feature Analysis [PDF] Kaiye Wang, Zhang Zhang, Liang Wang Chinese Conference on Pattern Recognition (CCPR Oral 2012)
	Community Detection Based on an Improved Modularity [PDF] [Poster] Zhen Zhou, Wei Wang, Liang Wang, Chinese Conference on Pattern Recognition (CCPR 2012)
	Posture Recognition-Based Fall Detection System for Monitoring an Elderly Person in a Smart Home Environment [PDF] Miao Yu, Adel Rhuma, Syed Mohsen, Liang Wang, Jonathon Chambers IEEE Transactions on Information Technology in BioMedcine (TITB 2012)
	A Quantitative Measure for Retinal Blood Vessel Segmentation Evaluation [PDF] Uyen Nguyen, Kotagiri Ramamohanarao, Laurence Park, Liang Wang, Alauddin Bhuiyan International Journal of Computer Vision and Signal Processing (IJCVSP 2012)
	Multiple HOG Templates for Gait Recognition [PDF] Yushu Liu, Junping Zhang, Chen Wang, Liang Wang Proceedings of International Conference on Pattern Recognition (ICPR 2012)
	SLTP: A Fast Descriptor for People Detection in Depth Images [PDF] Shiqi Yu, Shengyin Wu, Liang Wang Proceedings of IEEE International Conference on Advanced Video- and Signal-based Surveillance (AVSS 2012)

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