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Coastal Zone Extraction Algorithm Based on Multilayer Depth Features for Hyperspectral Images 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2023, 卷号: 61
作者:  Qiu, Shi;  Ye, Huping;  Liao, Xiaohan
Adobe PDF(2142Kb)  |  收藏  |  浏览/下载：72/0  |  提交时间：2023/11/10
3-D convolutional neural network (CNN)  depth characteristic  hyperspectrum  multilevel  remote sensing  squeeze and excitation network (SENet)  
A laboratory open-set Martian rock classification method based on spectral signatures 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2022, 卷号: 60
作者:  Yang, Juntao;  Kang, Zhizhong;  Yang, Ze;  Xie, Juan;  Xue, Bin;  Yang, Jianfeng;  Tao, Jinyou
Adobe PDF(4835Kb)  |  收藏  |  浏览/下载：136/0  |  提交时间：2022/06/08
Contrastive learning  open-set rock classification  planetary exploration missions  transformer, Weibull distribution  
Spectral-Spatial Joint Sparse NMF for Hyperspectral Unmixing 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2021, 卷号: 59, 期号: 3, 页码: 2391-2402
作者:  Dong, Le;  Yuan, Yuan;  Lu, Xiaoqiang
Adobe PDF(2358Kb)  |  收藏  |  浏览/下载：160/1  |  提交时间：2021/03/29
Global spatial structure group  local spectral group  nonnegative matrix factorization (NMF)  sparse expression  
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：188/2  |  提交时间：2020/05/20
Hyperspectral unmixing  self-expression  spatial structure  subspace clustering  
Sound Active Attention Framework for Remote Sensing Image Captioning 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2020, 卷号: 58, 期号: 3, 页码: 1985-2000
作者:  Lu, Xiaoqiang;  Wang, Binqiang;  Zheng, Xiangtao
Adobe PDF(5034Kb)  |  收藏  |  浏览/下载：205/2  |  提交时间：2020/03/23
Active attention  remote sensing image captioning  semantic understanding  
Using Triple Collocation Observations to Estimate Satellite Measurement Noise 期刊论文
IEEE Transactions on Geoscience and Remote Sensing
作者:  Chen, Jun;  Quan, Wenting;  Wang, Kexin;  Han, Qijing;  Liu, Jia;  Xing, Qianguo;  Xu, Na
Adobe PDF(138188Kb)  |  收藏  |  浏览/下载：74/0  |  提交时间：2021/04/13
Instrument noise  instrumental noise  ocean color  remote sensing  triple collocation observation (TCO) algorithm  
Mutual Attention Inception Network for Remote Sensing Visual Question Answering 期刊论文
IEEE Transactions on Geoscience and Remote Sensing
作者:  Zheng, Xiangtao;  Wang, Binqiang;  Du, Xingqian;  Lu, Xiaoqiang
Adobe PDF(6830Kb)  |  收藏  |  浏览/下载：71/0  |  提交时间：2021/06/22
Attention mechanism  feature fusion  remote sensing visual question answering (RSVQA)  semantic understanding