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Learning Gait Representation From Massive Unlabelled Walking Videos: A Benchmark 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 12, 页码: 14920-14937
作者:  Fan, Chao;  Hou, Saihui;  Wang, Jilong;  Huang, Yongzhen;  Yu, Shiqi
收藏  |  浏览/下载：21/0  |  提交时间：2024/03/26
Gait recognition  self-supervised  contrastive learning  GaitSSB  GaitLU-1M  
Efficient convolutional networks learning through irregular convolutional kernels 期刊论文
NEUROCOMPUTING, 2022, 卷号: 489, 页码: 167-178
作者:  Guo, Weiyu;  Ma, Jiabin;  Ouyang, Yidong;  Wang, Liang;  Huang, Yongzhen
收藏  |  浏览/下载：203/0  |  提交时间：2022/06/10
Model compression  Interpolation  Irregular convolutional kernels  
A model-based gait recognition method with body pose and human prior knowledge 期刊论文
PATTERN RECOGNITION, 2020, 卷号: 98, 页码: 11
作者:  Liao, Rijun;  Yu, Shiqi;  An, Weizhi;  Huang, Yongzhen
收藏  |  浏览/下载：292/0  |  提交时间：2020/03/30
Gait recognition  Human body pose  Spatio-temporal feature  
GaitNet: An end-to-end network for gait based human identification 期刊论文
PATTERN RECOGNITION, 2019, 卷号: 96, 期号: 106988, 页码: 11
作者:  Song, Chunfeng;  Huang, Yongzhen;  Huang, Yan;  Jia, Ning;  Wang, Liang
Adobe PDF(3015Kb)  |  收藏  |  浏览/下载：594/158  |  提交时间：2019/12/16
Gait recognition  Video-based human identification  End-to-end CNN  Joint learning  
Feedback Convolutional Neural Network for Visual Localization and Segmentation 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2019, 卷号: 41, 期号: 7, 页码: 1627-1640
作者:  Cao, Chunshui;  Huang, Yongzhen;  Yang, Yi;  Wang, Liang;  Wang, Zilei;  Tan, Tieniu
收藏  |  浏览/下载：311/0  |  提交时间：2019/09/30
feedback  convolutional neural networks (CNNs)  weakly supervised  object localization  object segmentation  
GaitGANv2: Invariant gait feature extraction using generative adversarial networks 期刊论文
PATTERN RECOGNITION, 2019, 卷号: 87, 页码: 179-189
作者:  Yu, Shiqi;  Liao, Rijun;  An, Weizhi;  Chen, Haifeng;  Garcia, Edel B.;  Huang, Yongzhen;  Poh, Norman
收藏  |  浏览/下载：293/0  |  提交时间：2019/07/12
Gait recognition  Generative adversarial networks  Invariant feature  
A comprehensive study on gait biometrics using a joint CNN-based method 期刊论文
Pattern Recognition, 2019, 期号: 2019,93, 页码: 228-236
作者:  Yuqi Zhang;  Yongzhen Huang;  Liang Wang;  Shiqi Yu
Adobe PDF(1248Kb)  |  收藏  |  浏览/下载：483/172  |  提交时间：2019/04/30
Gait Recognition  Soft Biometrics  Joint Learning  Network Visualization  
Invariant feature extraction for gait recognition using only one uniform model 期刊论文
NEUROCOMPUTING, 2017, 卷号: 239, 页码: 81-93
作者:  Yu, Shiqi;  Chen, Haifeng;  Wang, Qing;  Shen, Linlin;  Huang, Yongzhen
收藏  |  浏览/下载：214/0  |  提交时间：2017/07/18
Gait Recognition  Deep Learning  Invariant Feature  
Exploring generalized shape analysis by topological representations 期刊论文
PATTERN RECOGNITION LETTERS, 2017, 卷号: 87, 期号: 87, 页码: 177-185
作者:  Zhou, Zhen;  Huang, Yongzhen;  Wang, Liang;  Tan, Tieniu
浏览  |  Adobe PDF(2603Kb)  |  收藏  |  浏览/下载：421/133  |  提交时间：2017/05/05
Topology  Persistent Homology  Shape Analysis  Gait Recognition  3d Facial Expression Recognition  
A Comprehensive Study on Cross-View Gait Based Human Identification with Deep CNNs 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2017, 卷号: 39, 期号: 2, 页码: 209-226
作者:  Wu, Zifeng;  Huang, Yongzhen;  Wang, Liang;  Wang, Xiaogang;  Tan, Tieniu
浏览  |  Adobe PDF(2447Kb)  |  收藏  |  浏览/下载：1124/606  |  提交时间：2017/05/05
Deep Learning  Cnn  Human Identification  Gait  Cross-view