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BOOK
Yongzhen Huang and Tieniu Tan, Feature coding for Image Representation and Recognition, Springer, ISBN: 978-3-662-44999-8, 2015.
JOURNAL ARTICLES
Yongzhen Huang, Zifeng Wu, Liang Wang, and Tieniu Tan, Feature Coding in Image Classification: A Comprehensive Study, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI, IF: 24.314), CCF-A类/中科院一区, 2014, 36(3), 493-506.
Zifeng Wu, Yongzhen Huang, Liang Wang, Xiaogang Wang, and Tieniu Tan, A Comprehensive Study on Cross-View Gait Based Human Identification with Deep CNNs, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI, IF: 24.314), CCF-A类/中科院一区, 2017, 39(2), 209-226.
Chunshui Cao, Yongzhen Huang, Yi Yang, Liang Wang, Zilei Wang, and Tieniu Tan, Feedback Convolutional Neural Network for Visual Localization and Segmentation, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI, IF: 24.314), CCF-A类/中科院一区, 2019, 41(7), 1627-1640.
Chunfeng Song1, Yongzhen Huang1, Weining Wang, Liang Wang, CASIA-E: A Large Comprehensive Dataset for Gait Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI, IF:24.314), CCF-A类/中科院一区, 2022.
Kaihao Zhang, Yongzhen Huang, Yong Du, and Liang Wang, Facial Expression Recognition Based on Deep Evolutional Spatial-Temporal Networks, IEEE Transactions on Image Processing (TIP, IF: 11.041), CCF-A类/中科院一区, 2017, 26(9), 4193-4203.
Yuqi Zhang, Yongzhen Huang, Shiqi Yu, Liang Wang, Cross-view Gait Recognition by Discriminative Feature Learning, IEEE Transactions on Image Processing (TIP, IF: 11.041), CCF-A类/中科院一区, 2019, 29, 1001-1015.
Fang Zhao, Yongzhen Huang, Liang Wang, Tao Xiang, and Tieniu Tan, Learning Relevance Restricted Boltzmann Machine for Unstructured Group Activities and Event Understanding, International Journal of Computer Vision (IJCV, IF:13.369), CCF-A类/中科院二区, 2016, 119(3), 329-345.
Yongzhen Huang, Kaiqi Huang, Dacheng Tao, Xuelong Li and Tieniu Tan, Enhanced Biologically Inspired Model for Object Recognition, IEEE Transactions on Cybernetics (TC, IF: 19.118), CCF-B类/中科院一区, 2011, 41(6), 1668-1680.
Saihui Hou, Xu Liu, Chunshui Cao and Yongzhen Huang, Gait Quality Aware Network: Toward the Interpretability of Silhouette-based Gait Recognition, IEEE Transactions on Neural Networks and Learning Systems (TNNLS, IF: 14.255), CCF-B类/中科院一区, 2022.
Yuqi Zhang, Yongzhen Huang, Liang Wang, A comprehensive study on gait biometrics via a joint CNN-based method, Pattern Recognition (PR, IF: 8.518), CCF-B类/中科院一区, 2019, 93, 228-236.
Chunfeng Song, Yongzhen Huang, Liang Wang, GaitNet: An End-to-end Network for Gait Based Human Identification, Pattern Recognition (PR, IF: 8.518), CCF-B类/中科院一区, 2019.
Shiqi Yu, Rijun Liao, Weizhi An, Haifeng Chen, Edel B. Garcia, Yongzhen Huang, and Norman Poh, GaitGANv2: Invariant Gait Feature Extraction Using Generative Adversarial Networks, Pattern Recognition (PR, IF: 8.518), CCF-B/中科院一区，2019, 87, 179-189.
Rijun Liao, Shiqi Yu, Weizhi An, Yongzhen Huang, A Model-based Gait Recognition Method with Body Pose and Human Prior Knowledge, Pattern Recognition (PR, IF: 8.518) , CCF-B类/中科院一区, 2020.
Zifeng Wu, Yongzhen Huang, and Liang Wang, Learning Representative Deep Features for Image Set Analysis, IEEE Transactions on Multimedia (TMM, IF: 8.182), CCF-B类/中科院一区, 2015, 17(11), 1960-1968.
Yucan Zhou, Yongzhen Huang, Qinghua Hu, and Liang Wang, Kernel Based Semantic Hashing for Gait Retrieval, IEEE Transactions on Circuits and System for Video Technology (TCSVT, IF: 5.859), CCF-B类/中科院二区, 2017, 28(10), 2742-2752.
Jianwei Ding, Yongzhen Huang, Wei Liu, and Kaiqi Huang, Severely Blurred Object Tracking by Learning Deep Image Representations, IEEE Transactions on Circuits and System for Video Technology (TCSVT, IF: 5.859), CCF-B类/中科院二区, 2015, 26(2), 319-331.
Saihui Hou, Xu Liu, Chunshui Cao, and Yongzhen Huang, Set Residual Network for Silhouette-based Gait Recognition, IEEE Transaction on Biometrics, Behavior and Identity Science (TBIOM), 2021, 3(3), 384-393.
Saihui Hou, Chao Fan, Chunshui Cao, Xu Liu and Yongzhen Huang, A Comprehensive Study on the Evaluation of Silhouette-based Gait Recognition, IEEE Transaction on Biometrics, Behavior, and Identity Science (TBIOM), 2022.
CONFERENCE ARTICLES
Yongzhen Huang, Kaiqi Huang, Liangsheng Wang, Dacheng Tao, Tieniu Tan and Xuelong Li, Enhanced Biologically Inspired Model for Object Recognition, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), CCF-A类国际会议, 2008.
Yongzhen Huang, Kaiqi Huang, Yinan Yu, Tieniu Tan, Salient Coding for Image Classification, IEEE Conference on Computer Vision and Pattern Recognition, (CVPR), CCF-A类国际会议, 2011.
Yongzhen Huang, Kaiqi Huang, Chong Wang, Tieniu Tan, Exploring Relations of Visual Codes for Image Classification, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), CCF-A类国际会议, 2011.
Fang Zhao, Yongzhen Huang, Liang Wang, and Tieniu Tan, Deep Semantic Ranking Based Hashing for Multi-Label Image Retrieval, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), CCF-A类国际会议, 2015.
Chao Fan, Yunjie Peng, Chunshui Cao, Xu Liu, Saihui Hou, Jiannan Chi, Yongzhen Huang, Qing Li, Zhiqiang He, GaitPart: Temporal Part-based Model for Gait Recognition, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), CCF-A类国际会议，2020.
Kang Ma, Ying Fu, Dezhi Zheng, Chunshui Cao, Xuecai Hu, and Yongzhen Huang, Dynamic Aggregated Network for Gait Recognition, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), CCF-A类国际会议, 2023.
Chao Fan, Junhao Liang, Chuanfu Shen, Saihui Hou, Yongzhen Huang, Shiqi Yu, OpenGait: Revisiting Gait Recognition Towards Better Practicality, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), CCF-A类国际会议, 2023.
Weijia Li, Saihui Hou, Chunjie Zhang, Chunshui Cao, Xu Liu, Yongzhen Huang, Yao Zhao, An In-depth Exploration of Person Re-identification And Gait Recognition in Cloth-Changing Conditions, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), CCF-A类国际会议, 2023.
Fang Zhao, Yongzhen Huang, Liang Wang, and Tieniu Tan, Relevance Topic Model for Unstructured Social Group Activity Recognition, Advance in Neural Information Processing Systems (NeurIPS) , CCF-A类国际会议, 2013.
Chunshui Cao, Yongzhen Huang et al., Look and Think Twice: Capturing Top-Down Visual Attention with Feedback Convolutional Neural Networks, IEEE Conference on Computer Vision (ICCV), CCF-A类国际会议, 2015.
Chunshui Cao, Yongzhen Huang, Zilei Wang, Liang Wang, Ninglong Xu, Tieniu Tan, Lateral Inhibition-inspired Convolutional Neural Network for Visual Attention and Saliency Detection, Association for the Advancement of Artificial Intelligence (AAAI), CCF-A类国际会议, 2018.
Saihui Hou, Chunshui Cao, Xu Liu, and Yongzhen Huang, Gait Lateral Network: Learning Discriminative and Compact Representations for Gait Recognition, European Conference on Computer Vision (ECCV) , CCF-B类国际会议, 2020.
Junhao Liang, Chao Fan, Saihui Hou, Chuanfu Shen, Yongzhen Huang, and Shiqi Yu, GaitEdge: Beyond Plain End-to-end Gait Recognition for Better Practicality (ECCV), CCF-B类国际会议, 2022.
TUTORIAL
Yongzhen Huang, Liang Wang and Tieniu Tan, Feature Coding for Visual Recognition, Tutorial of International Conference on Pattern Recognition (ICPR), Stockholm, Sweden, 2014.
Yongzhen Huang, Liang Wang and Tieniu Tan, Human identification at a distance via gait recognition, Tutorial of International Conference on Pattern Recognition (ICPR), Cancun, Mexico, 2016.
Yongzhen Huang, Man Zhang, Daoliang Tan, and Liang Wang, Human identification at a distance by gait and face analysis, Tutorial of International Conference on Pattern Recognition (ICPR), Beijing, China, 2018.
Yongzhen Huang, Liang Wang, and Tieniu Tan, Human identification at a distance by gait and face analysis, Tutorial of European Conference on Computer Vision (ECCV), Munich, German, 2018.
Shiqi Yu, Yongzhen Huang, Yasushi Makihara, Daigo Muramatsu, Liang Wang, Yasushi Yagi and Tieniu Tan, Human Identification at a Distance by Gait Recognition, Tutorial of Association for the Advancement of Artificial Intelligence (AAAI), Hawaii, USA, 2019.
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