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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：279/1  |  提交时间：2016/12/30
NoNlocal (Nl) Self-similarity  Structured Output  Super-resolution (Sr)  Support Vector Regression (Svr)  
Unsupervised 3D Local Feature Learning by Circle Convolutional Restricted Boltzmann Machine 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 卷号: 25, 期号: 11, 页码: 5331-5344
作者:  Han, Zhizhong;  Liu, Zhenbao;  Han, Junwei;  Vong, Chi-Man;  Bu, Shuhui;  Li, Xuelong;  Liu, Zhenbao (liuzhenbao@nwpu.edu.cn)
Adobe PDF(3347Kb)  |  收藏  |  浏览/下载：331/1  |  提交时间：2016/10/09
Circle Convolutional Restricted Boltzmann Machine  Deep Learning  Projection Distance Distribution  Geometry Processing  Fourier Transform Modulus  3d Shapes  
Classifying Discriminative Features for Blur Detection 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2016, 卷号: 46, 期号: 10, 页码: 2220-2227
作者:  Pang, Yanwei;  Zhu, Hailong;  Li, Xinyu;  Li, Xuelong;  Pang, YW
Adobe PDF(741Kb)  |  收藏  |  浏览/下载：292/2  |  提交时间：2016/11/02
Blur Detection  Classifier  Feature Extraction  Motion Blur  Support Vector Machine (Svm)  
SERF: A Simple, Effective, Robust, and Fast Image Super-Resolver From Cascaded Linear Regression 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 卷号: 25, 期号: 9, 页码: 4091-4102
作者:  Hu, Yanting;  Wang, Nannan;  Tao, Dacheng;  Gao, Xinbo;  Li, Xuelong
Adobe PDF(4639Kb)  |  收藏  |  浏览/下载：335/1  |  提交时间：2016/10/13
Cascaded Linear Regression  Example Learning Based  Image Super-resolution  K-means  
Motion Blur Detection With an Indicator Function for Surveillance Machines 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2016, 卷号: 63, 期号: 9, 页码: 5592-5601
作者:  Pang, Yanwei;  Zhu, Hailong;  Li, Xuelong;  Pan, Jing
Adobe PDF(686Kb)  |  收藏  |  浏览/下载：219/1  |  提交时间：2016/10/13
Image Motion Analysis  Motion Blur  Surveillance Machines  
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：217/1  |  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  
Spatiotemporal Statistics for Video Quality Assessment 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 卷号: 25, 期号: 7, 页码: 3329-3342
作者:  Li, Xuelong;  Guo, Qun;  Lu, Xiaoqiang
Adobe PDF(2726Kb)  |  收藏  |  浏览/下载：236/2  |  提交时间：2016/09/22
Video Quality Assessment  No-reference  3d-dct  Natural Video  Spatiotemporal Statistics  
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：217/1  |  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  
Special Section on Learning in Non-(geo) metric Spaces 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2016, 卷号: 27, 期号: 6, 页码: 1290-1293
作者:  Pelillo, Marcello;  Hancock, Edwin R.;  Li, Xuelong;  Murino, Vittorio
Adobe PDF(1871Kb)  |  收藏  |  浏览/下载：119/1  |  提交时间：2016/09/19
DISC: Deep Image Saliency Computing via Progressive Representation Learning 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2016, 卷号: 27, 期号: 6, 页码: 1135-1149
作者:  Chen, Tianshui;  Lin, Liang;  Liu, Lingbo;  Luo, Xiaonan;  Li, Xuelong
Adobe PDF(4845Kb)  |  收藏  |  浏览/下载：453/1  |  提交时间：2016/09/19
Convolutional Neural Network (Cnn)  Image Labeling  Representation Learning  Saliency Detection