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Circle-Net: An Unsupervised Lightweight-Attention Cyclic Network for Hyperspectral and Multispectral Image Fusion 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2023, 卷号: 16, 页码: 4499-4515
作者:  Liu, Shuaiqi;  Miao, Siyu;  Liu, Siyuan;  Li, Bing;  Hu, Weiming;  Zhang, Yu-Dong
收藏  |  浏览/下载：97/0  |  提交时间：2023/11/17
Attention mechanism  deep learning (DL)  hyperspectral images (HSIs)  image fusion  multispectral images (MSIs)  
UMAG-Net: A New Unsupervised Multiattention-Guided Network for Hyperspectral and Multispectral Image Fusion 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2021, 卷号: 14, 页码: 7373-7385
作者:  Liu, Shuaiqi;  Miao, Siyu;  Su, Jian;  Li, Bing;  Hu, Weiming;  Zhang, Yu-Dong
收藏  |  浏览/下载：185/0  |  提交时间：2021/11/02
Tensors  Image fusion  Hyperspectral imaging  Spatial resolution  Feature extraction  Image reconstruction  Dictionaries  Deep learning  hyperspectral images (HSIs)  image fusion  multispectral images (MSIs)  
Aggregating Rich Hierarchical Features for Scene Classification in Remote Sensing Imagery 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2017, 卷号: 10, 期号: 9, 页码: 4104-4115
作者:  Wang, Guoli;  Fan, Bin;  Xiang, Shiming;  Pan, Chunhong
Adobe PDF(878Kb)  |  收藏  |  浏览/下载：507/213  |  提交时间：2017/05/09
Convolutional Neural Networks (Cnns)  Mixed-resolution Representation  Remote Sensing Scene Classification  Vector Of Locally Aggregated Descriptors (Vlad)  
Learning Relationship for Very High Resolution Image Change Detection 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2016, 卷号: 9, 期号: 8, 页码: 3384-3394
作者:  Huo, Chunlei;  Chen, Keming;  Ding, Kun;  Zhou, Zhixin;  Pan, Chunhong
Adobe PDF(969Kb)  |  收藏  |  浏览/下载：443/166  |  提交时间：2017/02/14
Change Detection  Distance Tuning  Interclass Couple  Intraclass Couple  Relationship Learning  Target Neighborhood  
Semisupervised Hyperspectral Image Classification via Discriminant Analysis and Robust Regression 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2016, 卷号: 9, 期号: 2, 页码: 595-608
作者:  Cheng, Guangliang;  Zhu, Feiyun;  Xiang, Shiming;  Wang, Ying;  Pan, Chunhong
浏览  |  Adobe PDF(2011Kb)  |  收藏  |  浏览/下载：426/142  |  提交时间：2016/06/14
Discriminant Analysis  Hyperspectral Image Classification (Hsic)  Pairwise Constraints  Robust Regression  Semisupervised Learning (Ssl)  
Semisupervised Pair-Wise Band Selection for Hyperspectral Images 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: 2798-2813
作者:  Bai, Jun;  Xiang, Shiming;  Shi, Limin;  Pan, Chunhong
Adobe PDF(2391Kb)  |  收藏  |  浏览/下载：297/87  |  提交时间：2015/09/23
Band Selection  Classification  Hyperspecral  Remote Sensing  Semisupervised