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Hyperspectral Anomaly Detection by Graph Pixel Selection 期刊论文
IEEE Transactions on Cybernetics, 2016, 卷号: 46, 期号: 12, 页码: 3123-3134
作者:  Yuan, Yuan;  Ma, Dandan;  Wang, Qi;  Wang, Q (reprint author), Northwestern Polytech Univ, Sch Comp Sci, Xian 710072, Peoples R China.
Adobe PDF(1120Kb)  |  收藏  |  浏览/下载：178/0  |  提交时间：2016/12/30
Graph Theory  Hyperspectral Anomaly Detection  Manifold Learning  
Scalable Linear Visual Feature Learning via Online Parallel Nonnegative Matrix Factorization 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2016, 卷号: 27, 期号: 12, 页码: 2628-2642
作者:  Zhao, Xueyi;  Li, Xi;  Zhang, Zhongfei;  Shen, Chunhua;  Zhuang, Yueting;  Gao, Lixin;  Li, Xuelong;  Li, X (reprint author), Zhejiang Univ, Coll Comp Sci, Hangzhou 310027, Zhejiang, Peoples R China.
Adobe PDF(3419Kb)  |  收藏  |  浏览/下载：204/1  |  提交时间：2016/12/30
Feature Learning  Nonnegative Matrix Factorization (Nmf)  Online Algorithm  Parallel Computing  
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：249/1  |  提交时间：2016/12/30
NoNlocal (Nl) Self-similarity  Structured Output  Super-resolution (Sr)  Support Vector Regression (Svr)  
Projective robust nonnegative factorization 期刊论文
INFORMATION SCIENCES, 2016, 卷号: 364, 页码: 16-32
作者:  Lu, Yuwu;  Lai, Zhihui;  Xu, Yong;  You, Jane;  Li, Xuelong;  Yuan, Chun
Adobe PDF(1389Kb)  |  收藏  |  浏览/下载：178/1  |  提交时间：2016/09/22
Robust  Nonnegative Matrix Factorization  Graph Regularization  Face Recognition  
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：266/2  |  提交时间：2016/11/02
Blur Detection  Classifier  Feature Extraction  Motion Blur  Support Vector Machine (Svm)  
视频中的异常事件检测算法研究 学位论文
, 北京: 中国科学院大学, 2016
作者:  冯亚闯
Adobe PDF(18387Kb)  |  收藏  |  浏览/下载：261/9  |  提交时间：2016/09/26
视频监控  异常事件检测  字典学习  假设检验  深度学习  
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：313/1  |  提交时间：2016/10/13
Cascaded Linear Regression  Example Learning Based  Image Super-resolution  K-means  
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：200/1  |  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  
Congested scene classification via efficient unsupervised feature learning and density estimation 期刊论文
PATTERN RECOGNITION, 2016, 卷号: 56, 页码: 159-169
作者:  Yuan, Yuan;  Wan, Jia;  Wang, Qi
Adobe PDF(2339Kb)  |  收藏  |  浏览/下载：198/1  |  提交时间：2016/08/19
Computer Vision  Unsupervised Feature Learning  Scene Classification  Density Estimation  Spherical K-means  Feature Pooling  
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：249/1  |  提交时间：2016/09/22
Face Recognition  Image Classification  Locality Preserving Projections (Lpp)  Low-rank Representation (Lrr)