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Tangent Fisher Vector on Matrix Manifolds for Action Recognition 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 卷号: 29, 期号: 1, 页码: 3052-3064
作者:  Luo, Guan;  Wei, Jiutong;  Hu, Weiming;  Maybank, Stephen J.
浏览  |  Adobe PDF(2396Kb)  |  收藏  |  浏览/下载：343/75  |  提交时间：2020/04/07
Manifolds  Video sequences  Observability  Videos  Covariance matrices  Kernel  Computational modeling  Action recognition  Fisher vector  Grassmann manifold  Hankel matrix  matrix manifold  
Dual L-1-Normalized Context Aware Tensor Power Iteration and Its Applications to Multi-object Tracking and Multi-graph Matching 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2019, 期号: 128, 页码: 33
作者:  Hu, Weiming;  Shi, Xinchu;  Zhou, Zongwei;  Xing, Junliang;  Ling, Haibin;  Maybank, Stephen
Adobe PDF(6300Kb)  |  收藏  |  浏览/下载：629/219  |  提交时间：2019/12/16
Multi-dimensional assignment  Context  hyper-context aware tensor power iteration  Multi-object tracking  Multi-graph matching  
Asymmetric 3D Convolutional Neural Networks for action recognition 期刊论文
Pattern Recognition, 2019, 卷号: 85, 期号: 1, 页码: 1-12
作者:  Yang H(杨浩);  Yuan CF(原春峰);  Li B(李兵);  Du Y(杜杨);  Xing JL(兴军亮);  Hu WM(胡卫明);  Stephen J. Maybank
浏览  |  Adobe PDF(2689Kb)  |  收藏  |  浏览/下载：393/140  |  提交时间：2019/04/30
Asymmetric 3d Convolution  Micronets  3d-cnn  Action Recognition  
Asymmetric 3D Convolutional Neural Networks for action recognition 期刊论文
PATTERN RECOGNITION, 2019, 卷号: 85, 期号: 1, 页码: 1-12
作者:  Yang, Hao;  Yuan, Chunfeng;  Li, Bing;  Du, Yang;  Xing, Junliang;  Hu, Weiming;  Maybank, Stephen J.
浏览  |  Adobe PDF(2689Kb)  |  收藏  |  浏览/下载：513/109  |  提交时间：2019/01/08
Asymmetric 3D convolution  MicroNets  3D-CNN  Action recognition  
Beyond Group: Multiple Person Tracking via Minimal Topology-Energy-Variation 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017, 卷号: 26, 期号: 12, 页码: 5575-5589
作者:  Gao, Shan;  Ye, Qixiang;  Xing, Junliang;  Kuijper, Arjan;  Han, Zhenjun;  Jiao, Jianbin;  Ji, Xiangyang
浏览  |  Adobe PDF(5475Kb)  |  收藏  |  浏览/下载：352/75  |  提交时间：2018/01/05
Multiple Person Tracking  Group Tracking  Rgb-d Data  Topology  
Hierarchical Nonlinear Orthogonal Adaptive-Subspace Self-Organizing Map based Feature Extraction for Human Action Recognition 会议论文
2018 AAAI Conference on Artificial Intelligence, New Orleans, Louisiana, USA, 20180202-20180207
作者:  Du, Yang;  Yuan, Chunfeng;  Hu, Weiming;  Yang, Hao
浏览  |  Adobe PDF(4323Kb)  |  收藏  |  浏览/下载：1593/502  |  提交时间：2018/01/04
Action Recognition  Feature Extraction  
Supervised class-specific dictionary learning for sparse modeling in action recognition 期刊论文
PATTERN RECOGNITION, 2012, 卷号: 45, 期号: 11, 页码: 3902-3911
作者:  Wang, Haoran;  Yuan, Chunfeng;  Hu, Weiming;  Sun, Changyin
浏览  |  Adobe PDF(668Kb)  |  收藏  |  浏览/下载：295/109  |  提交时间：2015/08/12
Compound Feature  Motion Segment  Sparse Model  Supervised Dictionary Learning  Action Recognition  
Action recognition using linear dynamic systems 期刊论文
PATTERN RECOGNITION, PATTERN RECOGNITION, 2013, 2013, 卷号: 46, 46, 期号: 6, 页码: 1710-1718, 1710-1718
作者:  Wang, Haoran;  Yuan, Chunfeng;  Luo, Guan;  Hu, Weiming;  Sun, Changyin
浏览  |  Adobe PDF(648Kb)  |  收藏  |  浏览/下载：606/227  |  提交时间：2015/08/12
Linear Dynamic System  Linear Dynamic System  Kernel Principal Angle  Kernel Principal Angle  Multiclass Spectral Clustering  Multiclass Spectral Clustering  Supervised Codebook Pruning  Supervised Codebook Pruning  Action Recognition  Action Recognition  
Efficient Clustering Aggregation Based on Data Fragments 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2012, 卷号: 42, 期号: 3, 页码: 913-926
作者:  Wu, Ou;  Hu, Weiming;  Maybank, Stephen J.;  Zhu, Mingliang;  Li, Bing;  Ou Wu
Adobe PDF(798Kb)  |  收藏  |  浏览/下载：291/66  |  提交时间：2015/08/12
Clustering Aggregation  Comparison Measure  Computational Complexity  Data Fragment  Fragment-based Approach  Mutual Information  Point-based Approach  
Learning Human Actions by Combining Global Dynamics and Local Appearance 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2014, 卷号: 36, 期号: 12, 页码: 2466-2482
作者:  Luo, Guan;  Yang, Shuang;  Tian, Guodong;  Yuan, Chunfeng;  Hu, Weiming;  Maybank, Stephen J.;  weiming hu
浏览  |  Adobe PDF(1426Kb)  |  收藏  |  浏览/下载：332/69  |  提交时间：2015/08/12
Action Recognition  Linear Dynamical System  Local Spatio-temporal Feature  Non-vector Descriptor  Distance Learning