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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：209/1  |  提交时间：2016/12/30
Feature Learning  Nonnegative Matrix Factorization (Nmf)  Online Algorithm  Parallel Computing  
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：217/0  |  提交时间：2016/12/30
Hyperspectral Image (Hsi) Classification  Markov Random Field (Mrf)  Multitask  Sparse Representation  
Multiple Representations-Based Face Sketch-Photo Synthesis 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2016, 卷号: 27, 期号: 11, 页码: 2201-2215
作者:  Peng, Chunlei;  Gao, Xinbo;  Wang, Nannan;  Tao, Dacheng;  Li, Xuelong;  Li, Jie
Adobe PDF(4267Kb)  |  收藏  |  浏览/下载：206/1  |  提交时间：2017/01/03
Face Recognition  Face Sketch-photo Synthesis  Forensic Sketch  Multiple Representations  
Detection of Co-salient Objects by Looking Deep and Wide 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2016, 卷号: 120, 期号: 2, 页码: 215-232
作者:  Zhang, Dingwen;  Han, Junwei;  Li, Chao;  Wang, Jingdong;  Li, Xuelong;  Han, JW
Adobe PDF(7504Kb)  |  收藏  |  浏览/下载：410/1  |  提交时间：2016/11/14
Co-saliency Detection  Domain Adaptive Convolutional Neural Network  Bayesian Framework  
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：183/1  |  提交时间：2016/09/22
Robust  Nonnegative Matrix Factorization  Graph Regularization  Face Recognition  
Hierarchical learning of large-margin metrics for large-scale image classification 期刊论文
NEUROCOMPUTING, 2016, 卷号: 208, 页码: 46-58
作者:  Lei, Hao;  Mei, Kuizhi;  Xin, Jingmin;  Dong, Peixiang;  Fan, Jianping;  Mei, Kuizhi (meikuizhi@mail.xjtu.edu.cn)
Adobe PDF(2855Kb)  |  收藏  |  浏览/下载：278/3  |  提交时间：2016/09/26
Visual Tree  Hierarchical Learning  Large-margin Metric Learning  Dimensionality Reduction  Large-scale Image Classification  
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：277/2  |  提交时间：2016/11/02
Blur Detection  Classifier  Feature Extraction  Motion Blur  Support Vector Machine (Svm)  
Deep representation for abnormal event detection in crowded scenes 会议论文
MM 2016 - Proceedings of the 2016 ACM Multimedia Conference, Amsterdam, United kingdom, 2016-10-15
作者:  Feng, Yachuang;  Yuan, Yuan;  Lu, Xiaoqiang
Adobe PDF(6294Kb)  |  收藏  |  浏览/下载：337/7  |  提交时间：2016/11/29
Motion Analysis  
Local structure learning in high resolution remote sensing image retrieval 期刊论文
NEUROCOMPUTING, 2016, 卷号: 207, 页码: 813-822
作者:  Du, Zhongxiang;  Li, Xuelong;  Lu, Xiaoqiang;  Li, XL
Adobe PDF(3260Kb)  |  收藏  |  浏览/下载：200/2  |  提交时间：2016/11/14
High Resolution Remote Sensing Image Retrieval  Lipschitz Smooth  Manifold Structure  
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：207/1  |  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