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Deep Constrained Siamese Hash Coding Network and Load-Balanced Locality-Sensitive Hashing for Near Duplicate Image Detection 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 卷号: 27, 期号: 9, 页码: 4452-4464
Authors:  Hu, Weiming;  Fan, Yabo;  Xing, Junliang;  Sun, Liang;  Cai, Zhaoquan;  Maybank, Stephen
Favorite  |  View/Download:45/0  |  Submit date:2018/10/10
Near duplicate image detection  load-balanced locality-sensitive hashing  deep constrained siamese neural network  deep feature extraction  
Towards Robust and Accurate Multi-View and Partially-Occluded Face Alignment 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2018, 卷号: 40, 期号: 4, 页码: 987-1001
Authors:  Xing, Junliang;  Niu, Zhiheng;  Huang, Junshi;  Hu, Weiming;  Zhou, Xi;  Yan, Shuicheng
Adobe PDF(8206Kb)  |  Favorite  |  View/Download:126/40  |  Submit date:2018/01/04
Face Alignment  Dictionary Learning  Sparse Representation  Appearance-shape Modeling  
Multi-View Multi-Instance Learning Based on Joint Sparse Representation and Multi-View Dictionary Learning 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2017, 卷号: 39, 期号: 12, 页码: 2554-2560
Authors:  Li, Bing;  Yuan, Chunfeng;  Xiong, Weihua;  Hu, Weiming;  Peng, Houwen;  Ding, Xinmiao;  Maybank, Steve
Adobe PDF(352Kb)  |  Favorite  |  View/Download:132/32  |  Submit date:2018/01/02
Multi-instance Learning  Multi-view  Sparse Representation  Dictionary Learning  
D2C: Deep cumulatively and comparatively learning for human age estimation 期刊论文
PATTERN RECOGNITION, 2017, 卷号: 66, 期号: 0, 页码: 95-105
Authors:  Li, Kai;  Xing, Junliang;  Hu, Weiming;  Maybank, Stephen J.
Adobe PDF(1176Kb)  |  Favorite  |  View/Download:162/48  |  Submit date:2017/07/18
Age Estimation  Deep Learning  Convolutional Neural Network  
Diagnosing deep learning models for high accuracy age estimation from a single image 期刊论文
PATTERN RECOGNITION, 2017, 卷号: 66, 期号: 1, 页码: 106-116
Authors:  Xing, Junhang;  Li, Kai;  Hu, Weiming;  Yuan, Chunfeng;  Ling, Haibin
Adobe PDF(1247Kb)  |  Favorite  |  View/Download:253/135  |  Submit date:2017/07/18
Age Estimation  Deep Learning  Multi-task Learning  
Salient Object Detection via Structured Matrix Decomposition 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2017, 卷号: 39, 期号: 4, 页码: 818-832
Authors:  Peng, Houwen;  Li, Bing;  Ling, Haibin;  Hu, Weiming;  Xiong, Weihua;  Maybank, Stephen J.
Adobe PDF(3573Kb)  |  Favorite  |  View/Download:166/60  |  Submit date:2017/05/05
Salient Object Detection  Matrix Decomposition  Low Rank  Structured Sparsity  Subspace Learning  
Listwise Learning to Rank from Crowds 期刊论文
ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA, 2016, 卷号: 11, 期号: 1, 页码: 1-39
Authors:  Wu, Ou;  You, Qiang;  Xia, Fen;  Ma, Lei;  Hu, Weiming
Adobe PDF(1842Kb)  |  Favorite  |  View/Download:116/29  |  Submit date:2016/09/18
Listwise Learning To Rank  Crowdsourcing  Multiple Annotators  Probabilistic Ranking Model  Side Information  
Multi-Instance Multi-Label Learning Combining Hierarchical Context and its Application to Image Annotation 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2016, 卷号: 18, 期号: 8, 页码: 1616-1627
Authors:  Ding, Xinmiao;  Li, Bing;  Xiong, Weihua;  Guo, Wen;  Hu, Weiming;  Wang, Bo
Adobe PDF(549Kb)  |  Favorite  |  View/Download:121/29  |  Submit date:2016/10/20
Image Annotation  Instance Context  Label Context  Multi-instance  Multi-label  
Listwise Learning to Rank by Exploring Structure of Objects 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2016, 卷号: 28, 期号: 7, 页码: 1934-1939
Authors:  Wu, Ou;  You, Qiang;  Mao, Xue;  Xia, Fen;  Yuan, Fei;  Hu, Weiming
Adobe PDF(494Kb)  |  Favorite  |  View/Download:129/47  |  Submit date:2016/09/18
Listwise Learning To Rank  Clustering  Multi-task Learning  Structure  
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
Authors:  Zhou, Xue;  Li, Xi;  Hu, Weiming
Adobe PDF(2788Kb)  |  Favorite  |  View/Download:95/22  |  Submit date:2016/10/20
Level Set Tracking  Metric Learning  Non-negative Matrix Factorization (Nf)  Speed Function  Superpixel (Sp)-driven