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个人简介

黄永祯,2006年毕业于华中科技大学获学士学位,2011年毕业于中科院自动化所获博士学位(师从计算机视觉专家谭铁牛院士)。黄永祯博士在人工智能领域研究10余年,出版专著1部并发表论文约100篇,学术引用5000多次。2021年,北师大人工智能学院与银河水滴共建了智能视觉计算联合研究中心(黄永祯担任中心主任),致力于打造具有北师大特色的计算机视觉研究,研究人工智能与教育学、心理学等领域的交叉创新,探索与企业合作的落地应用。 奖励与荣誉 华为昇腾MVP奖,2022 北京市麒麟科学技术奖,2022 天津市科技进步特等奖,2021 中国图象图形学学会科技进步二等奖,2021 中国生物特征识别大会最佳论文,2019 国家青年拔尖人才,2019 北京市科学技术二等奖,2018中科院科技成果转化一等奖,2017 北京市科技新星,2017 北京市青年骨干优秀人才,2017 入选中科院青促会,2016 中国模式识别大会最佳论文,2016 中国计算机视觉大会最佳学生论文,2015 百度人形图像分割大赛冠军,2013 全国人工智能学会优秀博士论文(全国共5篇),2012 中国专利优秀奖,2010

研究领域

计算机视觉、模式识别

近期论文

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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.

学术兼职

Associate Editor, Neurocomputing(2013-2018) 副主任,中国图象与图形学学会视觉检测专业委员会 理事,中国图象与图形学学会 理事,全国人工智能计量协同创新联盟 委员,中国计算机学会计算机视觉专业委员会 委员,中国人工智能学会模式识别专业委员会

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