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Multi-Dimensional Fusion of Spectral and Polarimetric Images Followed by Pseudo-Color Algorithm Integration and Mapping in HSI Space 期刊论文
REMOTE SENSING, 2024, 卷号: 16, 期号: 7
作者:  Guo, Fengqi;  Zhu, Jingping;  Huang, Liqing;  Li, Feng;  Zhang, Ning;  Deng, Jinxin;  Li, Haoxiang;  Zhang, Xiangzhe;  Zhao, Yuanchen;  Jiang, Huilin;  Hou, Xun
Adobe PDF(8479Kb)  |  收藏  |  浏览/下载：72/0  |  提交时间：2024/07/18
spectral images  polarimetric images  pseudo-color mapping  remote sensing  
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：103/1  |  提交时间：2023/10/27
hyperspectral anomaly detection  deep learning  band selection  autoencoder  
Performance Assessment of Four Data-Driven Machine Learning Models: A Case to Generate Sentinel-2 Albedo at 10 Meters 期刊论文
REMOTE SENSING, 2023, 卷号: 15, 期号: 10
作者:  Chen, Hao;  Lin, Xingwen;  Sun, Yibo;  Wen, Jianguang;  Wu, Xiaodan;  You, Dongqin;  Cheng, Juan;  Zhang, Zhenzhen;  Zhang, Zhaoyang;  Wu, Chaofan;  Zhang, Fei;  Yin, Kechen;  Jian, Huaxue;  Guan, Xinyu
Adobe PDF(13289Kb)  |  收藏  |  浏览/下载：86/0  |  提交时间：2023/07/03
Sentinel-2  albedo  data-driven machine learning algorithms  remote sensing  
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：108/1  |  提交时间：2023/05/06
autoencoder  boundary information  change detection  hyperspectral image  unsupervised  
Attention Network with Outdoor Illumination Variation Prior for Spectral Reconstruction from RGB Images 期刊论文
REMOTE SENSING, 2023, 卷号: 16, 期号: 1
作者:  Song, Liyao;  Li, Haiwei;  Liu, Song;  Chen, Junyu;  Fan, Jiancun;  Wang, Quan;  Chanussot, Jocelyn
Adobe PDF(22292Kb)  |  收藏  |  浏览/下载：78/0  |  提交时间：2024/02/23
hyperspectral reconstruction  illumination variation  attention network  
Retrieval of Water Quality Parameters Based on Near-Surface Remote Sensing and Machine Learning Algorithm 期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 21
作者:  Zhao, Yubo;  Yu, Tao;  Hu, Bingliang;  Zhang, Zhoufeng;  Liu, Yuyang;  Liu, Xiao;  Liu, Hong;  Liu, Jiacheng;  Wang, Xueji;  Song, Shuyao
Adobe PDF(6255Kb)  |  收藏  |  浏览/下载：142/0  |  提交时间：2022/12/02
water quality monitoring  near-surface remote sensing  machine learning algorithm  ensemble learning model  
Cloud Contaminated Multispectral Remote Sensing Image Enhancement Algorithm Based on MobileNet 期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 19
作者:  Li, Xuemei;  Ye, Huping;  Qiu, Shi
Adobe PDF(13742Kb)  |  收藏  |  浏览/下载：130/0  |  提交时间：2022/10/28
remote sensing  self-supervision  multi-layer  feature fusion  multispectral  
Deep Pansharpening via 3D Spectral Super-Resolution Network and Discrepancy-Based Gradient Transfer 期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 17
作者:  Su, Haonan;  Jin, Haiyan;  Sun, Ce
Adobe PDF(17850Kb)  |  收藏  |  浏览/下载：131/0  |  提交时间：2022/10/10
spectral super-resolution  pansharpening  discrepancy  3D convolutional neural network  hyperspectral images (HS)  multispectral images (MS)  gradient transfer  
Experimental Study on the Exploration of Camera Scanning Reflective Fourier Ptychography Technology for Far-Field Imaging 期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 9
作者:  Yang, Mingyang;  Fan, Xuewu;  Wang, Yuming;  Zhao, Hui
Adobe PDF(8063Kb)  |  收藏  |  浏览/下载：208/2  |  提交时间：2022/06/06
fourier ptychography  coherent illumination  camera-scanning  high-resolution imaging  synthetic aperture  
Optical Remote Sensing Image Denoising and Super-Resolution Reconstructing Using Optimized Generative Network in Wavelet Transform Domain 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 9
作者:  Feng, Xubin;  Zhang, Wuxia;  Su, Xiuqin;  Xu, Zhengpu
Adobe PDF(14071Kb)  |  收藏  |  浏览/下载：236/0  |  提交时间：2021/06/09
remote sensing  denoising  super-resolution  generative adversarial network (GAN)  residual network (ResNet)  densely connection network (DenseNet)  relativistic  wavelet transform (WT)  total variation (TV)