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Constrained Low-Rank Learning Using Least Squares-Based Regularization 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2017, 卷号: 47, 期号: 12, 页码: 4250-4262
作者:  Li, Ping;  Yu, Jun;  Wang, Meng;  Zhang, Luming;  Cai, Deng;  Li, Xuelong
Adobe PDF(1790Kb)  |  收藏  |  浏览/下载：201/1  |  提交时间：2017/12/26
Data Representation  Image Classification  Low-rank Learning  Regularization  Robust Recovery  
Person Re-identification by Multi-hypergraph Fusion 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2017, 卷号: 28, 期号: 11, 页码: 2763-2774
作者:  An, Le;  Chen, Xiaojing;  Yang, Songfan;  Li, Xuelong;  Chen, Xiaojing (xchen010@ucr.edu)
Adobe PDF(3831Kb)  |  收藏  |  浏览/下载：298/2  |  提交时间：2016/10/10
Feature Fusion  Graph Learning  Hypergraph  Person Re-identification  Surveillance  
Graph PCA Hashing for Similarity Search 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2017, 卷号: 19, 期号: 9, 页码: 2033-2044
作者:  Zhu, Xiaofeng;  Li, Xuelong;  Zhang, Shichao;  Xu, Zongben;  Yu, Litao;  Wang, Can;  Zhang, SC (reprint author), Guangxi Normal Univ, Guangxi Key Lab MIMS, Guilin 541004, Peoples R China.
Adobe PDF(458Kb)  |  收藏  |  浏览/下载：210/0  |  提交时间：2017/12/29
Hashing  Image Retrieval  Manifold Learning  Similarity Search  Spectral Clustering  
Learning Bregman Distance Functions for Structural Learning to Rank 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2017, 卷号: 29, 期号: 9, 页码: 1916-1927
作者:  Li, Xi;  Pi, Te;  Zhang, Zhongfei;  Zhao, Xueyi;  Wang, Meng;  Li, Xuelong;  Yu, Philip S.;  Li, X
Adobe PDF(1050Kb)  |  收藏  |  浏览/下载：225/0  |  提交时间：2017/09/14
Learning To Rank  Bregman Distance  Structural Svm  Robust Structural Learning  
Remote Sensing Scene Classification by Unsupervised Representation Learning 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2017, 卷号: 55, 期号: 9, 页码: 5148-5157
作者:  Lu, Xiaoqiang;  Zheng, Xiangtao;  Yuan, Yuan;  Lu, XQ
Adobe PDF(2613Kb)  |  收藏  |  浏览/下载：312/1  |  提交时间：2017/09/20
Adaptive Deconvolution Network  Remote Sensing Scene Classification  Unsupervised Representation Learning  
Modeling Disease Progression via Multisource Multitask Learners: A Case Study With Alzheimer's Disease 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2017, 卷号: 28, 期号: 7, 页码: 1508-1519
作者:  Nie, Liqiang;  Zhang, Luming;  Meng, Lei;  Song, Xuemeng;  Chang, Xiaojun;  Li, Xuelong;  Nie, LQ (reprint author), Shandong Univ, Sch Comp Sci & Technol, Jinan 250100, Peoples R China.
Adobe PDF(1960Kb)  |  收藏  |  浏览/下载：197/0  |  提交时间：2017/07/17
Disease Progression Modeling  Future Health Prediction  Multisource Analysis  Source Consistency  Temporal Regularization  
Nonnegative Discriminant Matrix Factorization 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2017, 卷号: 27, 期号: 7, 页码: 1392-1405
作者:  Lu, Yuwu;  Lai, Zhihui;  Xu, Yong;  Li, Xuelong;  Zhang, David;  Yuan, Chun
Adobe PDF(1742Kb)  |  收藏  |  浏览/下载：193/0  |  提交时间：2017/08/18
Discriminative Ability  Face Recognition  Maximum Margin Criterion (Mmc)  Nonnegative Matrix Factorization (Nmf)  
AID: A Benchmark Data Set for Performance Evaluation of Aerial Scene Classification 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2017, 卷号: 55, 期号: 7, 页码: 3965-3981
作者:  Xia, Gui-Song;  Hu, Jingwen;  Hu, Fan;  Shi, Baoguang;  Bai, Xiang;  Zhong, Yanfei;  Zhang, Liangpei;  Lu, Xiaoqiang;  Xia, GS (reprint author), Wuhan Univ, State Key Lab Informat Engn Surveying Mapping Rem, Wuhan 430079, Peoples R China.
Adobe PDF(4297Kb)  |  收藏  |  浏览/下载：882/0  |  提交时间：2017/07/17
Aerial Images  Benchmark  Scene Classification  
Self-weighted spectral clustering, with parameter-free constraint 期刊论文
NEUROCOMPUTING, 2017, 卷号: 241, 页码: 164-170
作者:  Zhang, Rui;  Nie, Feiping;  Li, Xuelong;  Nie, FP
Adobe PDF(688Kb)  |  收藏  |  浏览/下载：233/0  |  提交时间：2017/05/25
Constrained Spectral Clustering  Parameter-free Similarity  Quadratic Weighted Optimization  
结构约束条件下的图像恢复问题研究 学位论文
, 北京: 中国科学院大学, 2017
作者:  张琦
Adobe PDF(6188Kb)  |  收藏  |  浏览/下载：121/3  |  提交时间：2017/06/05
图像恢复  图像去模糊  图像去栅栏  图像去噪  结构约束