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A Snapshot Multi-Spectral Demosaicing Method for Multi-Spectral Filter Array Images Based on Channel Attention Network 期刊论文
SENSORS, 2024, 卷号: 24, 期号: 3
作者:  Zhang, Xuejun;  Dai, Yidan;  Zhang, Geng;  Zhang, Xuemin;  Hu, Bingliang
Adobe PDF(2829Kb)  |  收藏  |  浏览/下载：32/0  |  提交时间：2024/03/15
multi-spectral filter array  demosaicing  convolution neural network  
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：52/0  |  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：50/0  |  提交时间：2023/10/30
anomaly detection  hyperspectral imagery  remote sensing  collaborative representation  
Unsupervised Transformer Boundary Autoencoder Network for Hyperspectral Image Change Detection 期刊论文
REMOTE SENSING, 2023, 卷号: 15, 期号: 7
作者:  Liu, Song;  Li, Haiwei;  Wang, Feifei;  Chen, Junyu;  Zhang, Geng;  Song, Liyao;  Hu, Bingliang
Adobe PDF(5283Kb)  |  收藏  |  浏览/下载：75/0  |  提交时间：2023/05/06
autoencoder  boundary information  change detection  hyperspectral image  unsupervised  
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：77/0  |  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  
Adaptive convolution kernel network for change detection in hyperspectral images 期刊论文
APPLIED OPTICS, 2023, 卷号: 62, 期号: 8, 页码: 2039-2047
作者:  Liu, Song;  Li, Haiwei;  Chen, Junyu;  Li, Siyuan;  Song, Liyao;  Zhang, Geng;  Hu, Bingliang
Adobe PDF(18855Kb)  |  收藏  |  浏览/下载：41/0  |  提交时间：2023/08/28
Joint Texture Search and Histogram Redistribution for Hyperspectral Image Quality Improvement 期刊论文
SENSORS, 2023, 卷号: 23, 期号: 5
作者:  Hu, Bingliang;  Chen, Junyu;  Wang, Yihao;  Li, Haiwei;  Zhang, Geng
Adobe PDF(8360Kb)  |  收藏  |  浏览/下载：62/0  |  提交时间：2023/04/04
4D block aggregation  BM4D  histogram redistribution  hyperspectral quality enhancement  
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：125/0  |  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：175/4  |  提交时间：2022/03/09
Fourier transform imaging spectrometers (FTISs)  spectrum reconstruction (SpecR)  deep learning  U-Net  fully connected U-Net (FCUN)  
Synthetic aircraft RS image modelling based on improved conditional GAN joint embedding network 期刊论文
SCIENTIFIC REPORTS, 2022, 卷号: 12, 期号: 1
作者:  Chen, Junyu;  Li, Haiwei;  Song, Liyao;  Zhang, Geng;  Hu, Bingliang;  Wang, Shuang;  Liu, Song;  Li, Siyuan;  Chen, Tieqiao;  Liu, Jia
Adobe PDF(3786Kb)  |  收藏  |  浏览/下载：189/2  |  提交时间：2022/02/14