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Joint Learning of Fuzzy k-Means and Nonnegative Spectral Clustering With Side Information 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 卷号: 28, 期号: 5, 页码: 2152–2162
Authors:  Zhang, Rui;  Nie, Feiping;  Guo, Muhan;  Wei, Xian;  Li, Xuelong
Adobe PDF(2331Kb)  |  Favorite  |  View/Download:46/0  |  Submit date:2019/03/20
Fuzzy K-means  spectral clustering  adaptive loss function  
Discrete Spectral Hashing for Efficient Similarity Retrieval 期刊论文
IEEE Transactions on Image Processing, 2019, 卷号: 28, 期号: 3
Authors:  Hu, Di;  Nie, Feiping;  Li, Xuelong
Adobe PDF(1938Kb)  |  Favorite  |  View/Download:30/0  |  Submit date:2018/11/08
Spectral Rotation  Discrete Spectral Hashing  
Structurally Incoherent Low-Rank Nonnegative Matrix Factorization for Image Classification 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 卷号: 27, 期号: 11, 页码: 5248-5260
Authors:  Lu, Yuwu;  Yuan, Chun;  Zhu, Wenwu;  Li, Xuelong
Adobe PDF(2165Kb)  |  Favorite  |  View/Download:27/0  |  Submit date:2018/09/11
Nmf  Structurally Incoherent  Low-rank  Image Classification  
Video Synopsis in Complex Situations 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 卷号: 27, 期号: 8, 页码: 3798-3812
Authors:  Li, Xuelong;  Wang, Zhigang;  Lu, Xiaoqiang;  Lu, XQ (reprint author), Chinese Acad Sci, Xian Inst Opt & Precis Mech, Ctr Opt Imagery Anal & Learning, Xian 710119, Shaanxi, Peoples R China.
Adobe PDF(6834Kb)  |  Favorite  |  View/Download:557/0  |  Submit date:2018/05/14
Video Synopsis  Surveillance Video  Complex Scenes  Crowded Scenes  
Perceptually Aware Image Retargeting for Mobile Devices 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 卷号: 27, 期号: 5, 页码: 2301-2313
Authors:  Zhou, Yinzuo;  Zhang, Luming;  Zhang, Chao;  Li, Ping;  Li, Xuelong
Adobe PDF(3015Kb)  |  Favorite  |  View/Download:14/0  |  Submit date:2018/12/11
Mobile Platform  Retarget  Perceptual  Gaze Behavior  Deep Feature  Probabilistic Model  
Auto-Weighted Multi-View Learning for Image Clustering and Semi-Supervised Classification 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 卷号: 27, 期号: 3, 页码: 1501-1511
Authors:  Nie, Feiping;  Cai, Guohao;  Li, Jing;  Li, Xuelong
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Auto-weight Learning  Multi-view Clustering  Semi-supervised Classification  
Hierarchical Recurrent Neural Hashing for Image Retrieval with Hierarchical Convolutional Features 期刊论文
IEEE Transactions on Image Processing, 2018, 卷号: 27, 期号: 1, 页码: 106-120
Authors:  Lu, Xiaoqiang;  Chen, Yaxiong;  Li, Xuelong
Adobe PDF(2775Kb)  |  Favorite  |  View/Download:3/0  |  Submit date:2018/12/18
Hierarchical Recurrent Neural Hashing for Image Retrieval With Hierarchical Convolutional Features 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 卷号: 27, 期号: 1, 页码: 106-120
Authors:  Lu, Xiaoqiang;  Chen, Yaxiong;  Li, Xuelong
Adobe PDF(2781Kb)  |  Favorite  |  View/Download:54/0  |  Submit date:2017/12/25
Image Retrieval  Supervised Hashing  Hierarchical Convolutional Features  Hierarchical Rnn  
Convex Multiview Semi-Supervised Classification 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017, 卷号: 26, 期号: 12, 页码: 5718-5729
Authors:  Nie, Feiping;  Li, Jing;  Li, Xuelong
Adobe PDF(2489Kb)  |  Favorite  |  View/Download:62/0  |  Submit date:2017/12/25
Multiview Data  Semi-supervised Classification  Weight Learning  
Robust Web Image Annotation via Exploring Multi-Facet and Structural Knowledge 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017, 卷号: 26, 期号: 10, 页码: 4871-4884
Authors:  Hu, Mengqiu;  Yang, Yang;  Shen, Fumin;  Zhang, Luming;  Shen, Heng Tao;  Li, Xuelong;  Yang, Y
Adobe PDF(2049Kb)  |  Favorite  |  View/Download:73/0  |  Submit date:2017/09/08
Image Annotation  Multi-view Learning  Semi-supervised Learning  l(2)  (p)-norm