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Semi-Supervised Multitask Learning for Scene Recognition 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2015, 卷号: 45, 期号: 9, 页码: 1967-1976
作者:  Lu, Xiaoqiang;  Li, Xuelong;  Mou, Lichao
Adobe PDF(1313Kb)  |  收藏  |  浏览/下载：270/1  |  提交时间：2015/10/19
Manifold Regularized  Multitask Learning  Scene Recognition  Sparse Selection  
Scene Parsing From an MAP Perspective 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2015, 卷号: 45, 期号: 9, 页码: 1876-1886
作者:  Li, Xuelong;  Mou, Lichao;  Lu, Xiaoqiang
Adobe PDF(1883Kb)  |  收藏  |  浏览/下载：186/1  |  提交时间：2015/10/19
Dynamic Dictionary Driven By Scene  Low-rank Representation Classifier (Lrrc)  Markov Random Field (Mrf)  Maximum a Posterior (Map) Inference  Prior Contextual Constraint  Scene Parsing  
MR image super-resolution via manifold regularized sparse learning 期刊论文
NEUROCOMPUTING, 2015, 卷号: 162, 页码: 96-104
作者:  Lu, Xiaoqiang;  Huang, Zihan;  Yuan, Yuan
Adobe PDF(1763Kb)  |  收藏  |  浏览/下载：376/4  |  提交时间：2015/07/24
Sparse Learning  Manifold Regularization  Super-resolution  Magnetic Resonance Imaging (Mri)  
Low-rank representation for 3D hyperspectral images analysis from map perspective 期刊论文
SIGNAL PROCESSING, 2015, 卷号: 112, 页码: 27-33
作者:  Yuan, Yuan;  Fu, Min;  Lu, Xiaoqiang
Adobe PDF(1225Kb)  |  收藏  |  浏览/下载：271/3  |  提交时间：2015/03/18
3d Hyperspectral Data  Semantic Analysis  Segmentation  Markov Random Field (Mrf)  Low-rank Representation (Lrr)  Maximum a Posteriori (Map)  Remote Sensing  
Spectral-Spatial Kernel Regularized for Hyperspectral Image Denoising 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2015, 卷号: 53, 期号: 7, 页码: 3815-3832
作者:  Yuan, Yuan;  Zheng, Xiangtao;  Lu, Xiaoqiang
Adobe PDF(5793Kb)  |  收藏  |  浏览/下载：259/4  |  提交时间：2015/07/15
Adaptive Kernel  Hyperspectral Image (Hsi) Denoising  Nonlocal Means (Nlm)  Spectral-spatial Kernel Regularization  
Projection-Based NMF for Hyperspectral Unmixing 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2015, 卷号: 8, 期号: 6, 页码: 2632-2643
作者:  Yuan, Yuan;  Feng, Yachuang;  Lu, Xiaoqiang
Adobe PDF(1781Kb)  |  收藏  |  浏览/下载：377/3  |  提交时间：2015/09/14
Hyperspectral Unmixing  Nonnegative Matrix Factorization (Nmf)  Spectral Library  Subspace Projection  
Substance Dependence Constrained Sparse NMF for Hyperspectral Unmixing 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2015, 卷号: 53, 期号: 6, 页码: 2975-2986
作者:  Yuan, Yuan;  Fu, Min;  Lu, Xiaoqiang
Adobe PDF(1658Kb)  |  收藏  |  浏览/下载：228/2  |  提交时间：2015/07/16
Adaptive Decision  Hyperspectral Unmixing  Mixed Pixel  Substance Dependence  
Multi-spectral pedestrian detection 期刊论文
SIGNAL PROCESSING, 2015, 卷号: 110, 页码: 94-100
作者:  Yuan, Yuan;  Lu, Xiaoqiang;  Chen, Xiao
Adobe PDF(887Kb)  |  收藏  |  浏览/下载：189/3  |  提交时间：2015/07/14
Human Behavior Analysis  Pedestrian Detection  Multi-spectral  Near-infrared  Latent Svm  
Unsupervised feature learning for scene classification of high resolution remote sensing image 会议论文
2015 IEEE China Summit and International Conference on Signal and Information Processing, ChinaSIP 2015 - Proceedings, Chengdu, China, 2015-07
作者:  Fu, Min;  Yuan, Yuan;  Lu, Xiaoqiang
Adobe PDF(1044Kb)  |  收藏  |  浏览/下载：214/0  |  提交时间：2016/03/01
Representative and diverse video summarization 会议论文
2015 IEEE China Summit and International Conference on Signal and Information Processing, ChinaSIP 2015 - Proceedings, Chengdu, China, 2015-07
作者:  Chen, Xiao;  Li, Xuelong;  Lu, Xiaoqiang
Adobe PDF(116Kb)  |  收藏  |  浏览/下载：254/2  |  提交时间：2016/03/01