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Learning a Fully Connected U-Net for Spectrum Reconstruction of Fourier Transform Imaging Spectrometers 期刊论文
Remote Sensing, 2022, 卷号: 14, 期号: 4
作者:  Chen, Tieqiao;  Su, Xiuqin;  Li, Haiwei;  Li, Siyuan;  Liu, Jia;  Zhang, Geng;  Feng, Xiangpeng;  Wang, Shuang;  Liu, Xuebin;  Wang, Yihao;  Zou, Chunbo
Adobe PDF(10978Kb)  |  收藏  |  浏览/下载：178/4  |  提交时间：2022/03/09
Fourier transform imaging spectrometers (FTISs)  spectrum reconstruction (SpecR)  deep learning  U-Net  fully connected U-Net (FCUN)  
Uav-borne hyperspectral imaging remote sensing system based on acousto-optic tunable filter for water quality monitoring 期刊论文
Remote Sensing, 2021, 卷号: 13, 期号: 20
作者:  Liu, Hong;  Yu, Tao;  Hu, Bingliang;  Hou, Xingsong;  Zhang, Zhoufeng;  Liu, Xiao;  Liu, Jiacheng;  Wang, Xueji;  Zhong, Jingjing;  Tan, Zhengxuan;  Xia, Shaoxia;  Qian, Bao
Adobe PDF(115362Kb)  |  收藏  |  浏览/下载：135/1  |  提交时间：2021/11/01
hyperspectral imaging  acousto-optic tunable filter  UAV platform  remote sensing  water quality monitoring  
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：132/0  |  提交时间：2021/05/07
hyperspectral unmixing  low tensor rank  non-negative tensor factorization  sparse constraint  
Hyperspectral image super-resolution with self-supervised spectral-spatial residual network 期刊论文
Remote Sensing, 2021, 卷号: 13, 期号: 7
作者:  Chen, Wenjing;  Zheng, Xiangtao;  Lu, Xiaoqiang
Adobe PDF(2974Kb)  |  收藏  |  浏览/下载：172/0  |  提交时间：2021/04/21
hyperspectral image super-resolution  data fusion  spectral-spatial residual network  multispectral image  self-supervised training  
A deep hashing technique for remote sensing image-sound retrieval 期刊论文
Remote Sensing, 2020, 卷号: 12, 期号: 1
作者:  Chen, Yaxiong;  Lu, Xiaoqiang
Adobe PDF(4010Kb)  |  收藏  |  浏览/下载：167/3  |  提交时间：2020/03/12
cross-modal retrieval  deep hash codes  semantic similarity relationships  remote sensing  
The spectral-spatial joint learning for change detection in multispectral imagery 期刊论文
Remote Sensing, 2019, 卷号: 11, 期号: 3
作者:  Zhang, Wuxia;  Lu, Xiaoqiang
Adobe PDF(13482Kb)  |  收藏  |  浏览/下载：169/1  |  提交时间：2019/03/26
multispectral imagery  spectral-spatial representation  Siamese CNN  feature fusion  discrimination learning  change detection