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Three-Dimensional Attention-Based Deep Ranking Model for Video Highlight Detection 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 卷号: 20, 期号: 10, 页码: 2693-2705
作者:  Jiao,Yifan;  Li,Zhetao;  Huang,Shucheng;  Yang,Xiaoshan;  Liu,Bin;  Zhang,Tianzhu
浏览  |  Adobe PDF(4692Kb)  |  收藏  |  浏览/下载：554/192  |  提交时间：2018/10/10
Video Highlight Detection  Attention Model  Deep Ranking  
Efficient Group-n Encoding and Decoding for Facial Age Estimation 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2018, 卷号: 40, 期号: 11, 页码: 2610-2623
作者:  Zichang Tan;  Jun Wan;  Zhen Lei;  Ruicong Zhi;  Guodong Guo;  Stan Z. Li
浏览  |  Adobe PDF(1015Kb)  |  收藏  |  浏览/下载：625/217  |  提交时间：2018/10/10
Age estimation  deep learning  convolutional neural network  age grouping  data imbalance  
P2T: Part-to-Target Tracking via Deep Regression Learning 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 卷号: 27, 期号: 6, 页码: 3074-3086
作者:  Gao, Junyu;  Zhang, Tianzhu;  Yang, Xiaoshan;  Xu, Changsheng
浏览  |  Adobe PDF(5803Kb)  |  收藏  |  浏览/下载：417/113  |  提交时间：2018/10/10
Visual Tracking  Deep Learning  Part-based Tracker  
Learning Multi-task Correlation Particle Filters for Visual Tracking 期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2018, 期号: pp, 页码: 1-1
作者:  Zhang, Tianzhu;  Xu, Changsheng;  Yang, Ming-Hsuan
浏览  |  Adobe PDF(21435Kb)  |  收藏  |  浏览/下载：420/171  |  提交时间：2018/02/07
Visual Tracking  Correlation Filter  Structural Modeling  Particle Filter  
Robust Structural Sparse Tracking 期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2018, 期号: pp, 页码: 1-1
作者:  Zhang, Tianzhu;  Xu, Changsheng;  Yang, Ming-Hsuan
Adobe PDF(8609Kb)  |  收藏  |  浏览/下载：550/158  |  提交时间：2018/02/07
Visual Tracking  Sparse Tracking  Structural Modeling  Sparse Representation  
In Defense of Locality-Sensitive Hashing 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2018, 卷号: 29, 期号: 1, 页码: 87-103
作者:  Kun Ding;  Chunlei Huo;  Bin Fan;  Shiming Xiang;  Chunhong Pan
浏览  |  Adobe PDF(2624Kb)  |  收藏  |  浏览/下载：404/111  |  提交时间：2018/01/16
Locality-sensitive Hashing (Lsh)  Semantic Similarity Search  Two-step Hashing  
Joint Semantic and Latent Attribute Modelling for Cross-Class Transfer Learning 期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2018, 卷号: 40, 期号: 7, 页码: 1625-1638
作者:  Peng PX(彭佩玺);  Tian YH(田永鸿);  Tao Xiang;  Wang YW(王耀威);  Massimiliano Pontil;  Huang TJ(黄铁军)
浏览  |  Adobe PDF(2373Kb)  |  收藏  |  浏览/下载：494/168  |  提交时间：2018/01/08
Attribute Learning  Dictionary Learning  Multi-task Learning  Zero-shot Learning  Person Re-identification  Transfer Learning  
Manifold Warp Segmentation of Human Action 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 5, 页码: 1414-1426
作者:  Liu, Shenglan;  Feng, Lin;  Liu, Yang;  Qiao, Hong;  Wu, Jun;  Wang, Wei
浏览  |  Adobe PDF(3667Kb)  |  收藏  |  浏览/下载：430/142  |  提交时间：2018/01/06
Curvature  Dimensionality Reduction  Human Action Segmentation  Space Alignment  
Groupwise Retargeted Least-Squares Regression 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 4, 页码: 1352-1358
作者:  Wang, Lingfeng;  Pan, Chunhong
浏览  |  Adobe PDF(618Kb)  |  收藏  |  浏览/下载：386/133  |  提交时间：2018/01/04
Groupwise  Least-squares Regression (Lsr)  Multicategory Classification  Retargeted Least-squares Regression (Relsr)  
A Fast Algorithm of Convex Hull Vertices Selection for Online Classification 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 4, 页码: 792-806
作者:  Ding, Shuguang;  Nie, Xiangli;  Qiao, Hong;  Zhang, Bo
浏览  |  Adobe PDF(3029Kb)  |  收藏  |  浏览/下载：410/135  |  提交时间：2017/12/30
Convex Hull Decomposition  Kernel  Online Classification  Projection