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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:261/0  |  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)  
Disentangled Representation Learning for Cross-modal Biometric Matching 期刊论文
IEEE Transactions on Multimedia, 2022, 卷号: 24, 页码: 1763-1774
作者:  Ning, Hailong;  Zheng, Xiangtao;  Lu, Xiaoqiang;  Yuan, Yuan
Adobe PDF(6109Kb)  |  收藏  |  浏览/下载:170/1  |  提交时间:2021/05/07
Cross-modal biometric matching  Disentangled representation learning  Latent identity factors  Modalitydependent factors  
Sparse constrained low tensor rank representation framework for hyperspectral unmixing 期刊论文
Remote Sensing, 2021, 卷号: 13, 期号: 8
作者:  Dong, Le;  Yuan, Yuan
Adobe PDF(6006Kb)  |  收藏  |  浏览/下载:146/0  |  提交时间:2021/05/07
hyperspectral unmixing  low tensor rank  non-negative tensor factorization  sparse constraint  
Subspace Clustering Constrained Sparse NMF for Hyperspectral Unmixing 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2020, 卷号: 58, 期号: 5, 页码: 3007-3019
作者:  Lu, Xiaoqiang;  Dong, Le;  Yuan, Yuan
Adobe PDF(2036Kb)  |  收藏  |  浏览/下载:214/2  |  提交时间:2020/05/20
Hyperspectral unmixing  self-expression  spatial structure  subspace clustering  
Hyperspectral Anomaly Detection via Discriminative Feature Learning with Multiple-Dictionary Sparse Representation 期刊论文
REMOTE SENSING, 2018, 卷号: 10, 期号: 5
作者:  Ma, Dandan;  Yuan, Yuan;  Wang, Qi;  Wang, Qi (crabwq@gmail.com)
Adobe PDF(2761Kb)  |  收藏  |  浏览/下载:203/0  |  提交时间:2018/06/12
Anomaly Detection  Hyperspectral Image  Sparse Representation  Multiple Dictionaries  Feature Extraction  Clustering  
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:270/4  |  提交时间:2015/07/15
Adaptive Kernel  Hyperspectral Image (Hsi) Denoising  Nonlocal Means (Nlm)  Spectral-spatial Kernel Regularization  
Label Image Constrained Multiatlas Selection 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2015, 卷号: 45, 期号: 6, 页码: 1158-1168
作者:  Yan, Pingkun;  Cao, Yihui;  Yuan, Yuan;  Turkbey, Baris;  Choyke, Peter L.
Adobe PDF(1508Kb)  |  收藏  |  浏览/下载:226/1  |  提交时间:2015/07/22
Atlas-based  Computer Vision  Image Segmentation  Manifold Learning  
Online Anomaly Detection in Crowd Scenes via Structure Analysis 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2015, 卷号: 45, 期号: 3, 页码: 562-575
作者:  Yuan, Yuan;  Fang, Jianwu;  Wang, Qi
Adobe PDF(2649Kb)  |  收藏  |  浏览/下载:296/2  |  提交时间:2015/07/15
Anomaly Detection  Computer Vision  Machine Learning  Object Tracking  Structure Analysis  Video Analysis  
Multi-cue based tracking 期刊论文
NEUROCOMPUTING, 2014, 卷号: 131, 页码: 227-236
作者:  Wang, Qi;  Fang, Jianwu;  Yuan, Yuan
Adobe PDF(2019Kb)  |  收藏  |  浏览/下载:220/1  |  提交时间:2015/03/18
Computer Vision  Kinect  Optical Flow  Depth  Tracking  
Alternatively Constrained Dictionary Learning for Image Superresolution 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2014, 卷号: 44, 期号: 3, 页码: 366-377
作者:  Lu, Xiaoqiang;  Yuan, Yuan;  Yan, Pingkun
Adobe PDF(846Kb)  |  收藏  |  浏览/下载:275/1  |  提交时间:2015/03/18
Image Superresolution  Manifold Learning  Non-local  Self-similarity  Two-stage Dictionary Training (Tsdt)