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Multi-Prior Graph Autoencoder with Ranking-Based Band Selection for Hyperspectral Anomaly Detection 期刊论文
REMOTE SENSING, 2023, 卷号: 15, 期号: 18
作者:  Wang, Nan;  Shi, Yuetian;  Li, Haiwei;  Zhang, Geng;  Li, Siyuan;  Liu, Xuebin
Adobe PDF(4511Kb)  |  收藏  |  浏览/下载：64/0  |  提交时间：2023/10/27
hyperspectral anomaly detection  deep learning  band selection  autoencoder  
Prior-based collaborative representation with global adaptive weight for hyperspectral anomaly detection 期刊论文
Journal of Applied Remote Sensing, 2023, 卷号: 17, 期号: 3
作者:  Wang, Nan;  Shi, Yuetian;  Cheng, Yinzhu;  Yang, Fanchao;  Zhang, Geng;  Li, Siyuan;  Liu, Xuebin
Adobe PDF(3120Kb)  |  收藏  |  浏览/下载：73/0  |  提交时间：2023/10/30
anomaly detection  hyperspectral imagery  remote sensing  collaborative representation  
Spectral-Spatial Attention Rotation-Invariant Classification Network for Airborne Hyperspectral Images 期刊论文
DRONES, 2023, 卷号: 7, 期号: 4
作者:  Shi, Yuetian;  Fu, Bin;  Wang, Nan;  Cheng, Yinzhu;  Fang, Jie;  Liu, Xuebin;  Zhang, Geng
Adobe PDF(20465Kb)  |  收藏  |  浏览/下载：86/0  |  提交时间：2023/05/29
airborne hyperspectral image  hyperspectral image classification  rotation-invariant  local spatial feature enhancement  convolutional neural network  attention mechanism  lightweight feature enhancement  
Exploring Contrastive Representation for Weakly-Supervised Glacial Lake Extraction 期刊论文
REMOTE SENSING, 2023, 卷号: 15, 期号: 5
作者:  Zhao, Hang;  Wang, Shuang;  Liu, Xuebin;  Chen, Fang
Adobe PDF(4541Kb)  |  收藏  |  浏览/下载：80/0  |  提交时间：2023/04/04
glacial lake extraction  Landsat-8 OLI  weakly-supervised segmentation  contrastive learning  
Simulation of Mesosphere Wind Measurement with Multiple Emission Lines of the O-2(0-1) Band Using Space-Based Doppler Asymmetric Spatial Heterodyne 期刊论文
ATMOSPHERE, 2022, 卷号: 13, 期号: 8
作者:  Fu, Di;  Zhao, Hengxiang;  Li, Juan;  Wu, Kuijun;  Chang, Chenguang;  Bai, Lu;  Feng, Yutao;  Liu, Xuebin
Adobe PDF(5509Kb)  |  收藏  |  浏览/下载：185/0  |  提交时间：2022/10/09
space-based wind measurement  mesosphere  Doppler Asymmetric Spatial Heterodyne (DASH)  multiple emission lines measurement  observation simulation  error analysis  
An Attention-Based CoT-ResNet With Channel Shuffle Mechanism for Classification of Alzheimer's Disease Levels 期刊论文
FRONTIERS IN AGING NEUROSCIENCE, 2022, 卷号: 14
作者:  Li, Chao;  Wang, Quan;  Liu, Xuebin;  Hu, Bingliang
Adobe PDF(2354Kb)  |  收藏  |  浏览/下载：92/0  |  提交时间：2022/12/02
Alzheimer's disease  MRI  CoT module  Channel Shuffle  ResNet  medical image classification  
Collaborative representation with multipurification processing and local salient weight for hyperspectral anomaly detection 期刊论文
JOURNAL OF APPLIED REMOTE SENSING, 2022, 卷号: 16, 期号: 3
作者:  Wang, Nan;  Shi, Yuetian;  Yang, Fanchao;  Zhang, Geng;  Li, Siyuan;  Liu, Xuebin
Adobe PDF(2122Kb)  |  收藏  |  浏览/下载：141/0  |  提交时间：2022/11/11
anomaly detection  hyperspectral imagery  remote sensing  collaborative representation  
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：195/4  |  提交时间：2022/03/09
Fourier transform imaging spectrometers (FTISs)  spectrum reconstruction (SpecR)  deep learning  U-Net  fully connected U-Net (FCUN)  
Optimal superpixel selection for hyperspectral image classification of limited training samples 期刊论文
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2021, 卷号: 42, 期号: 23, 页码: 9059-9075
作者:  Wang, Wenning;  Liu, Xuebin;  Mou, Xuanqin
Adobe PDF(8828Kb)  |  收藏  |  浏览/下载：129/0  |  提交时间：2021/11/12
Data Augmentation and Spectral Structure Features for Limited Samples Hyperspectral Classification 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 4, 页码: 20
作者:  Wang, Wenning;  Liu, Xuebin;  Mou, Xuanqin
Adobe PDF(23743Kb)  |  收藏  |  浏览/下载：177/0  |  提交时间：2021/04/19
hyperspectral classification  data augmentation  structural features  small sample classification