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An efficient framework for unsupervised feature selection 期刊论文
NEUROCOMPUTING, 2019, 卷号: 366, 页码: 194-207
Authors:  Zhang, Han;  Zhang, Rui;  Nie, Feiping;  Li, Xuelong
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Efficient unsupervised feature selection  Bipartite graph  Discrete indicator matrix  Uncorrelated regression model  
Compressed Blind Deconvolution and Denoising for Complementary Beam Subtraction Light-Sheet Fluorescence Microscopy 期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2019, 卷号: 66, 期号: 10, 页码: 2979-2989
Authors:  Bai, Chen;  Liu, Chao;  Jia, Hao;  Peng, Tong;  Min, Junwei;  Lei, Ming;  Yu, Xianghua;  Yao, Baoli
Adobe PDF(4394Kb)  |  Favorite  |  View/Download:17/0  |  Submit date:2019/10/11
Light-sheet fluorescence microscopy  blind image deconvolution  denoising  compressed sensing  
Similarity Constrained Convex Nonnegative Matrix Factorization for Hyperspectral Anomaly Detection 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2019, 卷号: 57, 期号: 7, 页码: 4810-4822
Authors:  Zhang, Wuxia;  Lu, Xiaoqiang;  Li, Xuelong
Adobe PDF(2142Kb)  |  Favorite  |  View/Download:29/0  |  Submit date:2019/07/17
Convex nonnegative matrix factorization (CNMF)  hyperspectral anomaly detection  hyperspectral imagery  similarity constrained  
Sampling Time Adaptive Single-Photon Compressive Imaging 期刊论文
IEEE PHOTONICS JOURNAL, 2019, 卷号: 11, 期号: 3
Authors:  Wang, Hui;  Yan, Qiurong;  Li, Bing;  Yuan, Chenglong;  Wang, Yuhao
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Time-adaptive sampling  single photon compressive imaging  threshold of light intensity estimation accuracy  
动态序列遥感图像超分辨率重建技术研究 学位论文
, 北京: 中国科学院大学, 2019
Authors:  杨蕊
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动态序列遥感图像  超分辨重建  自估计去噪  图像配准  交叉验证重建  
高光谱遥感影像异常目标检测的关键问题研究 学位论文
, 北京: 中国科学院大学, 2019
Authors:  马单丹
Adobe PDF(4179Kb)  |  Favorite  |  View/Download:15/0  |  Submit date:2019/06/06
遥感影像  高光谱影像  异常目标  稀疏表示  字典学习  
Low-Rank 2-D Neighborhood Preserving Projection for Enhanced Robust Image Representation 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2019, 卷号: 49, 期号: 5, 页码: 1859–1872
Authors:  Lu, Yuwu;  Lai, Zhihui;  Li, Xuelong;  Wong, Wai Keung;  Yuan, Chun;  Zhang, David
Adobe PDF(1718Kb)  |  Favorite  |  View/Download:33/0  |  Submit date:2019/04/12
2-D neighborhood preserving projection (2DNPP)  image representation  low-rank  robust feature extraction  
Query-aware sparse coding for web multi-video summarization 期刊论文
Information Sciences, 2019, 卷号: 478, 页码: 152-166
Authors:  Ji, Zhong;  Ma, Yaru;  Pang, Yanwei;  Li, Xuelong
Adobe PDF(3035Kb)  |  Favorite  |  View/Download:43/0  |  Submit date:2018/12/20
Flexible Affinity Matrix Learning for Unsupervised and Semisupervised Classification 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 4, 页码: 1133-1149
Authors:  Fang, Xiaozhao;  Han, Na;  Wong, Wai Keung;  Teng, Shaohua;  Wu, Jigang;  Xie, Shengli;  Li, Xuelong
Adobe PDF(4698Kb)  |  Favorite  |  View/Download:29/0  |  Submit date:2019/04/17
Affinity matrix  clustering  low-rank representation (LRR)  sparse representation  
Optimized design of an emerging optical imager using compressive sensing 期刊论文
OPTICS AND LASER TECHNOLOGY, 2019, 卷号: 110, 期号: SI, 页码: 158-164
Authors:  Liu, Gang;  Wen, Desheng;  Song, Zongxi;  Li, Zhixin;  Zhang, Weikang;  Wei, Xin
Adobe PDF(2124Kb)  |  Favorite  |  View/Download:39/0  |  Submit date:2018/12/06
Optical Instrument  Interferometry  Compressive Sensing  Photonic Integrated Circuit