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Graph Representation Learning-Guided Diffusion Model for Hyperspectral Change Detection 期刊论文
IEEE Geoscience and Remote Sensing Letters, 2024, 卷号: 21, 页码: 1-5
作者:  Ding, Xinyu;  Qu, Jiahui;  Dong, Wenqian;  Zhang, Tongzhen;  Li, Nan;  Yang, Yufei
Adobe PDF(6650Kb)  |  收藏  |  浏览/下载：24/1  |  提交时间：2024/09/24
Change detection  difference perception amplification  diffusion model  graph convolutional network (GCN)  hyperspectral images (HSIs)  
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：125/1  |  提交时间：2023/05/06
autoencoder  boundary information  change detection  hyperspectral image  unsupervised  
Visual attention-based siamese CNN with SoftmaxFocal loss for laser-induced damage change detection of optical elements 期刊论文
NEUROCOMPUTING, 2023, 卷号: 517
作者:  Kou, Jingwei;  Zhan, Tao;  Zhou, Deyun;  Xie, Yu;  Da, Zhengshang;  Gong, Maoguo
Adobe PDF(2924Kb)  |  收藏  |  浏览/下载：153/1  |  提交时间：2022/12/02
Laser-induced damage  Change detection  Siamese convolutional neural network  Visual attention mechanism  SoftmaxFocal loss  
Spectral Token Guidance Transformer for Multisource Images Change Detection 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2023, 卷号: 16, 页码: 2559-2572
作者:  Sun, Bangyong;  Liu, Qinsen;  Yuan, Nianzeng;  Tan, Jiahai;  Gao, Xiaomei;  Yu, Tao
Adobe PDF(9073Kb)  |  收藏  |  浏览/下载：129/1  |  提交时间：2023/05/05
Transformers  Feature extraction  Task analysis  Adaptive systems  Adaptation models  Optics  Sun  Change detection (CD)  heterogeneous images  hyperspectral images  multispectral images  transformer  
GLMF-Net: A Granular-level and Layer-level Multi-scale Fusion Network for Change Detection 会议论文
Proceedings of the 18th IEEE Conference on Industrial Electronics and Applications, ICIEA 2023, 99 Min An Dong Lu, Yinzhou District, Zhejiang Province, Ningbo, China, 2023-08-18
作者:  Li, Wenyao;  He, Renjie;  Dai, Yuchao;  Zhang, Pengchang;  He, Mingyi
Adobe PDF(3748Kb)  |  收藏  |  浏览/下载：109/0  |  提交时间：2023/10/31
Change detection  multi-scale fusion  remote sensing images  
A Spatial-Spectral Joint Attention Network for Change Detection in Multispectral Imagery 期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 14
作者:  Zhang, Wuxia;  Zhang, Qinyu;  Liu, Shuo;  Pan, Xiaoying;  Lu, Xiaoqiang
Adobe PDF(15917Kb)  |  收藏  |  浏览/下载：157/0  |  提交时间：2022/08/31
change detection  attention mechanism  spatial-spectral features  multispectral imagery  
Context and Difference Enhancement Network for Change Detection 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2022, 卷号: 15
作者:  Song, Dawei;  Dong, Yongsheng;  Li, Xuelong
Adobe PDF(5123Kb)  |  收藏  |  浏览/下载：202/0  |  提交时间：2022/12/02
Transformers  Feature extraction  Context modeling  Task analysis  Remote sensing  Data mining  Semantics  Change detection (CD)  content difference enhancement  global context  remote sensing  
Spatial weighted kernel spectral angle constraint method for hyperspectral change detection 期刊论文
Journal of Applied Remote Sensing, 2022, 卷号: 16, 期号: 1
作者:  Liu, Song;  Song, Liyao;  Li, Haiwei;  Chen, Junyu;  Zhang, Geng;  Hu, Bingliang;  Wang, Shuang;  Li, Siyuan
Adobe PDF(3507Kb)  |  收藏  |  浏览/下载：141/2  |  提交时间：2022/05/07
change detection  hyperspectral image  kernel  spectral angle  
The laser-induced damage change detection for optical elements using siamese convolutional neural networks 期刊论文
Applied Soft Computing, 2020, 卷号: 87, 页码: 106015
作者:  Jingwei Kou;  Tao Zhan;  Deyun Zhou;  Wei Wang;  Zhengshang Da;  Maoguo Gong
Adobe PDF(3157Kb)  |  收藏  |  浏览/下载：265/1  |  提交时间：2020/01/04
Laser-induced Damage  Change Detection  Siamese Convolutional Neural Network  Weighted Softmax Loss  
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：192/1  |  提交时间：2019/03/26
multispectral imagery  spectral-spatial representation  Siamese CNN  feature fusion  discrimination learning  change detection