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Similarity Constraints-Based Structured Output Regression Machine: An Approach to Image Super-Resolution 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2016, 卷号: 27, 期号: 12, 页码: 2472-2485
作者:  Deng, Cheng;  Xu, Jie;  Zhang, Kaibing;  Tao, Dacheng;  Gao, Xinbo;  Li, Xuelong;  Deng, C (reprint author), Xidian Univ, Sch Elect Engn, Xian 710071, Peoples R China.
Adobe PDF(5982Kb)  |  收藏  |  浏览/下载：250/1  |  提交时间：2016/12/30
NoNlocal (Nl) Self-similarity  Structured Output  Super-resolution (Sr)  Support Vector Regression (Svr)  
Hyperspectral Image Classification via Multitask Joint Sparse Representation and Stepwise MRF Optimization 期刊论文
IEEE Transactions on Cybernetics, 2016, 卷号: 46, 期号: 12, 页码: 2966-2977
作者:  Yuan, Yuan;  Lin, Jianzhe;  Wang, Qi;  Wang, Q (reprint author), Northwestern Polytech Univ, Sch Comp Sci, Xian 710072, Peoples R China.
Adobe PDF(1493Kb)  |  收藏  |  浏览/下载：207/0  |  提交时间：2016/12/30
Hyperspectral Image (Hsi) Classification  Markov Random Field (Mrf)  Multitask  Sparse Representation  
A parallel primal-dual splitting method for image restoration 期刊论文
INFORMATION SCIENCES, 2016, 卷号: 358, 页码: 73-91
作者:  He, Chuan;  Hu, Changhua;  Li, Xuelong;  Zhang, Wei
Adobe PDF(4294Kb)  |  收藏  |  浏览/下载：202/1  |  提交时间：2016/09/19
Large-scale Image Restoration  Parallel Primal-dual Splitting  Linearized Alternating Direction Method Of Multipliers (Ladmm)  Compound l(1)-regularization  
Low-Rank Preserving Projections 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2016, 卷号: 46, 期号: 8, 页码: 1900-1913
作者:  Lu, Yuwu;  Lai, Zhihui;  Xu, Yong;  Li, Xuelong;  Zhang, David;  Yuan, Chun
Adobe PDF(3239Kb)  |  收藏  |  浏览/下载：251/1  |  提交时间：2016/09/22
Face Recognition  Image Classification  Locality Preserving Projections (Lpp)  Low-rank Representation (Lrr)  
Infrared small target and background separation via column-wise weighted robust principal component analysis 期刊论文
INFRARED PHYSICS & TECHNOLOGY, 2016, 卷号: 77, 页码: 421-430
作者:  Dai, Yimian;  Wu, Yiquan;  Song, Yu;  Dai, Yimian (dym@nuaa.edu.cn)
Adobe PDF(2020Kb)  |  收藏  |  浏览/下载：264/1  |  提交时间：2016/10/12
Infrared Image  Target And Background Separation  Weighted Infrared Patch-image Model  Column-wise Weighted Rpca  Target Unlikelihood Coefficient  
A parallel alternating direction method with application to compound l(1)-regularized imaging inverse problems 期刊论文
INFORMATION SCIENCES, 2016, 卷号: 348, 页码: 179-197
作者:  He, Chuan;  Hu, Changhua;  Li, Xuelong;  Yang, Xiaogang;  Zhang, Wei
Adobe PDF(4057Kb)  |  收藏  |  浏览/下载：192/1  |  提交时间：2016/08/19
Parallel Alternating Direction Method Of Multipliers (Padmm)  Primal-dual Splitting  Image Deblurring  Mri Reconstruction  Distributed Computation  Adaptive Parameter Estimation  
Atom Decomposition with Adaptive Basis Selection Strategy for Matrix Completion 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2016, 卷号: 12, 期号: 3
作者:  Hu, Yao;  Zhao, Chen;  Cai, Deng;  He, Xiaofei;  Li, Xuelong
Adobe PDF(1801Kb)  |  收藏  |  浏览/下载：186/1  |  提交时间：2016/09/23
Algorithms  Experimentation  Matrix Completion  Atom Decomposition  Basis Selection  
Superpixel Optimization Using Higher Order Energy 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2016, 卷号: 26, 期号: 5, 页码: 917-927
作者:  Peng, Jianteng;  Shen, Jianbing;  Yao, Angela;  Li, Xuelong
Adobe PDF(2339Kb)  |  收藏  |  浏览/下载：145/1  |  提交时间：2016/09/14
Higher Order Energy  Optimization  Superpixel  
Mutual Component Analysis for Heterogeneous Face Recognition 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2016, 卷号: 7, 期号: 3
作者:  Li, Zhifeng;  Gong, Dihong;  Li, Qiang;  Tao, Dacheng;  Li, Xuelong
Adobe PDF(886Kb)  |  收藏  |  浏览/下载：603/3  |  提交时间：2016/04/08
Algorithms  Performance  Face Recognition  Heterogeneous Face Recognition  Mutual Component Analysis (Mca)  
Two-Stage Learning to Predict Human Eye Fixations via SDAEs 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2016, 卷号: 46, 期号: 2, 页码: 487-498
作者:  Han, Junwei;  Zhang, Dingwen;  Wen, Shifeng;  Guo, Lei;  Liu, Tianming;  Li, Xuelong;  Han, JW
Adobe PDF(1649Kb)  |  收藏  |  浏览/下载：240/2  |  提交时间：2016/03/18
Deep Networks  Eye Fixation Prediction  Saliency Detection  Stacked Denoising Autoencoders ( Sdaes)