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EDP: An Efficient Decomposition and Pruning Scheme for Convolutional Neural Network Compression 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 32, 期号: 0, 页码: 0
作者:  Ruan, Xiaofeng;  Liu, Yufan;  Yuan, Chunfeng;  Li, Bing;  Hu, Weiming;  Li, Yangxi;  Maybank, Stephen
Adobe PDF(3625Kb)  |  收藏  |  浏览/下载：303/43  |  提交时间：2021/06/17
Data-driven  low-rank decomposition  model compression and acceleration  structured pruning  
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：672/222  |  提交时间：2019/12/16
Multi-dimensional assignment  Context  hyper-context aware tensor power iteration  Multi-object tracking  Multi-graph matching  
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：366/78  |  提交时间：2018/01/05
Multiple Person Tracking  Group Tracking  Rgb-d Data  Topology  
Learning A Superpixel-Driven Speed Function for Level Set Tracking 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2016, 卷号: 46, 期号: 7, 页码: 1498-1510
作者:  Zhou, Xue;  Li, Xi;  Hu, Weiming
浏览  |  Adobe PDF(2788Kb)  |  收藏  |  浏览/下载：383/124  |  提交时间：2016/10/20
Level Set Tracking  Metric Learning  Non-negative Matrix Factorization (Nf)  Speed Function  Superpixel (Sp)-driven  
Semi-Supervised Tensor-Based Graph Embedding Learning and Its Application to Visual Discriminant Tracking 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2017, 卷号: 39, 期号: 1, 页码: 172-188
作者:  Hu, Weiming;  Gao, Jin;  Xing, Junliang;  Zhang, Chao;  Maybank, Stephen;  Weiming Hu
浏览  |  Adobe PDF(7133Kb)  |  收藏  |  浏览/下载：447/136  |  提交时间：2016/04/13
Discriminant Tracking  Tensor Samples  Semi-supervised Learning  Graph Embedding Space  
A Robust Tracking System for Low Frame Rate Video 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2015, 卷号: 115, 期号: 3, 页码: 279-304
作者:  Zhang, Xiaoqin;  Hu, Weiming;  Xie, Nianhua;  Bao, Hujun;  Maybank, Stephen
浏览  |  Adobe PDF(2788Kb)  |  收藏  |  浏览/下载：309/64  |  提交时间：2016/01/18
Low Frame Rate  Tracking  Dominant Color  Bin-ratio Matching Metric  Particle Swarm Optimization  
Single and Multiple Object Tracking Using a Multi-Feature Joint Sparse Representation 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2015, 卷号: 37, 期号: 4, 页码: 816-833
作者:  Hu, Weiming;  Li, Wei;  Zhang, Xiaoqin;  Maybank, Stephen
Adobe PDF(1758Kb)  |  收藏  |  浏览/下载：336/85  |  提交时间：2015/09/21
Visual Object Tracking  Tracking Multi-objects Under Occlusions  Multi-feature Joint Sparse Representation  
Modeling Geometric-Temporal Context With Directional Pyramid Co-Occurrence for Action Recognition 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2014, 卷号: 23, 期号: 2, 页码: 658-672
作者:  Yuan, Chunfeng;  Li, Xi;  Hu, Weiming;  Ling, Haibin;  Maybank, Stephen J.
Adobe PDF(3487Kb)  |  收藏  |  浏览/下载：329/70  |  提交时间：2015/08/12
Covariance Cuboid Descriptor  Log-euclidean Riemannian Metric  Spatio-temporal Directional Pyramid Co-occurrence Matrix  Kernel Machine  Action Recognition  
Action Recognition Using Nonnegative Action Component Representation and Sparse Basis Selection 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2014, 卷号: 23, 期号: 2, 页码: 570-581
作者:  Wang, Haoran;  Yuan, Chunfeng;  Hu, Weiming;  Ling, Haibin;  Yang, Wankou;  Sun, Changyin
Adobe PDF(4323Kb)  |  收藏  |  浏览/下载：329/106  |  提交时间：2015/08/12
Action Unit  Action Recognition  Sparse Representation  Nonnegative Matrix Factorization  
Circle & Search: Attribute-Aware Shoe Retrieval 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2014, 卷号: 11, 期号: 1, 页码: 3
作者:  Huang, Junshi;  Liu, Si;  Xing, Junliang;  Mei, Tao;  Yan, Shuicheng
Adobe PDF(957Kb)  |  收藏  |  浏览/下载：282/55  |  提交时间：2015/08/12
Algorithms  Experimentation  Performance  Shoe Retrieval  Object Detection  Attribute Learning