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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：320/1  |  提交时间：2016/10/13
Cascaded Linear Regression  Example Learning Based  Image Super-resolution  K-means  
Shape-Constrained Sparse and Low-Rank Decomposition for Auroral Substorm Detection 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2016, 卷号: 27, 期号: 1, 页码: 32-46
作者:  Yang, Xi;  Gao, Xinbo;  Tao, Dacheng;  Li, Xuelong;  Han, Bing;  Li, Jie;  Yang, X
Adobe PDF(5085Kb)  |  收藏  |  浏览/下载：437/2  |  提交时间：2016/01/22
Auroral Substorm Detection  Sequence Motion Analysis  Shape Constraint  Sparse And Low-rank  Decomposition (Sld)  
A Unified Learning Framework for Single Image Super-Resolution 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2014, 卷号: 25, 期号: 4, 页码: 780-792
作者:  Yu, Jifei;  Gao, Xinbo;  Tao, Dacheng;  Li, Xuelong;  Zhang, Kaibing
Adobe PDF(3831Kb)  |  收藏  |  浏览/下载：276/1  |  提交时间：2015/03/18
Example Learning-based  Image Super-resolution (Sr)  Reconstruction-based  Self-similarity  
Spectral-Spatial Constraint Hyperspectral Image Classification 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2014, 卷号: 52, 期号: 3, 页码: 1811-1824
作者:  Ji, Rongrong;  Gao, Yue;  Hong, Richang;  Liu, Qiong;  Tao, Dacheng;  Li, Xuelong
Adobe PDF(3921Kb)  |  收藏  |  浏览/下载：309/1  |  提交时间：2015/03/18
Hypergraph Learning  Hyperspectral  Image Classification  Spatial-constraint  
A Comprehensive Survey to Face Hallucination 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2014, 卷号: 106, 期号: 1, 页码: 9-30
作者:  Wang, Nannan;  Tao, Dacheng;  Gao, Xinbo;  Li, Xuelong;  Li, Jie
Adobe PDF(1190Kb)  |  收藏  |  浏览/下载：316/1  |  提交时间：2015/03/18
Face Hallucination  Face Sketch-photo Synthesis  Face Super-resolution  Heterogeneous Image Transformation  
Image super-resolution using multi-layer support vector regression 会议论文
2014 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2014, Florence, Italy, 2014-05-04
作者:  Xu, Jie;  Deng, Cheng;  Gao, Xinbo;  Tao, Dacheng;  Li, Xuelong
Adobe PDF(252Kb)  |  收藏  |  浏览/下载：193/1  |  提交时间：2015/03/31
Universal Blind Image Quality Assessment Metrics Via Natural Scene Statistics and Multiple Kernel Learning 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2013, 卷号: 24, 期号: 12, 页码: 2013-2026
作者:  Gao, Xinbo;  Gao, Fei;  Tao, Dacheng;  Li, Xuelong
Adobe PDF(2839Kb)  |  收藏  |  浏览/下载：509/1  |  提交时间：2015/06/09
Exponential Decay Characteristic (Edc)  Image Quality Assessment (Iqa)  Multiple Kernel Learning (Mkl)  Natural Scene Statistics (Nss)  
Single Image Super-Resolution With Multiscale Similarity Learning 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2013, 卷号: 24, 期号: 10, 页码: 1648-1659
作者:  Zhang, Kaibing;  Gao, Xinbo;  Tao, Dacheng;  Li, Xuelong
Adobe PDF(1949Kb)  |  收藏  |  浏览/下载：211/1  |  提交时间：2015/06/09
Image Super-resolution (Sr)  Multiscale Self-similarities  Neighbor Embedding (Ne)  Nonlocal Means (Nlm)  
Biview face recognition in the shape-texture domain 期刊论文
PATTERN RECOGNITION, 2013, 卷号: 46, 期号: 7, 页码: 1906-1919
作者:  Xiao, Bing;  Gao, Xinbo;  Tao, Dacheng;  Li, Xuelong
Adobe PDF(3394Kb)  |  收藏  |  浏览/下载：195/1  |  提交时间：2015/06/10
Face Recognition  Texture Model  Shape Topology  Graph Edit Distance  Active Appearance Model  
Heterogeneous image transformation 期刊论文
PATTERN RECOGNITION LETTERS, 2013, 卷号: 34, 期号: 1, 页码: 77-84
作者:  Wang, Nannan;  Li, Jie;  Tao, Dacheng;  Li, Xuelong;  Gao, Xinbo
Adobe PDF(990Kb)  |  收藏  |  浏览/下载：151/1  |  提交时间：2015/05/29
Heterogeneous Image Transformation  Near Infrared Image  Sketch-photo Synthesis  Sparse Representation  Support Vector Regression