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Spectral Token Guidance Transformer for Multisource Images Change Detection 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2023, 卷号: 16, 页码: 2559-2572
作者:  Sun, Bangyong;  Liu, Qinsen;  Yuan, Nianzeng;  Tan, Jiahai;  Gao, Xiaomei;  Yu, Tao
Adobe PDF(9073Kb)  |  收藏  |  浏览/下载：78/1  |  提交时间：2023/05/05
Transformers  Feature extraction  Task analysis  Adaptive systems  Adaptation models  Optics  Sun  Change detection (CD)  heterogeneous images  hyperspectral images  multispectral images  transformer  
Hyperspectral Unmixing Using Nonlocal Similarity-Regularized Low-Rank Tensor Factorization 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60
作者:  Yuan, Yuan;  Dong, Le;  Li, Xuelong
Adobe PDF(5662Kb)  |  收藏  |  浏览/下载：239/0  |  提交时间：2022/01/18
Tensors  TV  Hyperspectral imaging  Data models  Task analysis  Optimization  Data mining  Hyperspectral unmixing  low tensor rank  nonlocal similarity  nonnegative tensor factorization (NTF)  
Reconstruction of compressed video via non-convex minimization 期刊论文
AIP Advances, 2020, 卷号: 10, 期号: 11
作者:  Ji, Chao;  Tian, Jinshou;  Sheng, Liang;  He, Kai;  Xin, Liwei;  Yan, Xin;  Xue, Yanhua;  Zhang, Minrui;  Chen, Ping;  Wang, Xing
Adobe PDF(6732Kb)  |  收藏  |  浏览/下载：200/7  |  提交时间：2020/12/01
Robust Subspace Clustering by Cauchy Loss Function 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 7, 页码: 2067-2078
作者:  Li, Xuelong;  Lu, Quanmao;  Dong, Yongsheng;  Tao, Dacheng
Adobe PDF(3374Kb)  |  收藏  |  浏览/下载：264/0  |  提交时间：2019/07/17
Cauchy loss function (CLF)  grouping effect  noise suppression  similarity matrix  subspace clustering  
Small target detection based on reweighted infrared patch-image model 期刊论文
IET IMAGE PROCESSING, 2018, 卷号: 12, 期号: 1, 页码: 70-79
作者:  Guo, Jun;  Wu, Yiquan;  Dai, Yimian
Adobe PDF(6255Kb)  |  收藏  |  浏览/下载：212/0  |  提交时间：2018/12/12
Object Detection  Infrared Imaging  Principal Component Analysis  Small Target Detection  Reweighted Infrared Patch-image Model  Infrared Small Target Detection  Sparse Background Edges  Background Estimation  Reweighted Nuclear Norm  Nontarget Sparse Points  Reweighted Robust Principal Component Analysis Problem  Inexact Augmented Lagrangian Multiplier Method  Background Clutter Suppression  Reweighted l(1) Norm  
Constrained Low-Rank Learning Using Least Squares-Based Regularization 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2017, 卷号: 47, 期号: 12, 页码: 4250-4262
作者:  Li, Ping;  Yu, Jun;  Wang, Meng;  Zhang, Luming;  Cai, Deng;  Li, Xuelong
Adobe PDF(1790Kb)  |  收藏  |  浏览/下载：209/1  |  提交时间：2017/12/26
Data Representation  Image Classification  Low-rank Learning  Regularization  Robust Recovery  
Nuclear Norm-Based 2DLPP for Image Classification 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2017, 卷号: 19, 期号: 11, 页码: 2391-2403
作者:  Lu, Yuwu;  Yuan, Chun;  Lai, Zhihui;  Li, Xuelong;  Wong, Wai Keung;  Zhang, David
Adobe PDF(1415Kb)  |  收藏  |  浏览/下载：200/0  |  提交时间：2017/12/25
Image Classification  Preserving Projections  Robust  Two-dimensional  
Reweighted Infrared Patch-Tensor Model With Both Nonlocal and Local Priors for Single-Frame Small Target Detection 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2017, 卷号: 10, 期号: 8, 页码: 3752-3767
作者:  Dai, Yimian;  Wu, Yiquan;  Wu, YQ
Adobe PDF(1655Kb)  |  收藏  |  浏览/下载：283/0  |  提交时间：2017/09/14
Infrared Patch-tensor Model  Infrared Small Target Detection  Local Structure Prior  Nonlocal Self-correlation Prior  Reweighted Higher Order Robust Principal Component Analysis  
Atom Decomposition with Adaptive Basis Selection Strategy for Matrix Completion 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2016, 卷号: 12, 期号: 3
作者:  Hu, Yao;  Zhao, Chen;  Cai, Deng;  He, Xiaofei;  Li, Xuelong
Adobe PDF(1801Kb)  |  收藏  |  浏览/下载：194/1  |  提交时间：2016/09/23
Algorithms  Experimentation  Matrix Completion  Atom Decomposition  Basis Selection  
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：442/2  |  提交时间：2016/01/22
Auroral Substorm Detection  Sequence Motion Analysis  Shape Constraint  Sparse And Low-rank  Decomposition (Sld)