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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：4/0  |  提交时间：2024/09/24
Change detection  difference perception amplification  diffusion model  graph convolutional network (GCN)  hyperspectral images (HSIs)  
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：120/1  |  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  
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：153/0  |  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：201/0  |  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  
GETNET: A General End-to-End 2-D CNN Framework for Hyperspectral Image Change Detection 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2019, 卷号: 57, 期号: 1, 页码: 3-13
作者:  Wang, Qi;  Yuan, Zhenghang;  Du, Qian;  Li, Xuelong
Adobe PDF(3597Kb)  |  收藏  |  浏览/下载：453/0  |  提交时间：2019/03/14
2-D convolutional neural network (CNN)  change detection (CD)  deep learning  hyperspectral image (HSI)  mixed-affinity matrix  spectral unmixing  
Exploring Web Images to Enhance Skin Disease Analysis Under A Computer Vision Framework 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 48, 期号: 11, 页码: 3080-3091
作者:  Xia, Yingjie;  Zhang, Luming;  Meng, Lei;  Yan, Yan;  Nie, Liqiang;  Li, Xuelong
Adobe PDF(1556Kb)  |  收藏  |  浏览/下载：209/2  |  提交时间：2018/11/09
Skin Disease Inference  Transfer Learning  
Robust PCANet for hyperspectral image change detection 会议论文
2018 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2018 - Proceedings, Valencia, Spain, 2018-07-22
作者:  Yuan, Zhenghang;  Wang, Qi;  Li, Xuelong
Adobe PDF(2810Kb)  |  收藏  |  浏览/下载：177/0  |  提交时间：2019/05/13
Extreme-constrained spatial-spectral corner detector for image-level hyperspectral image classification 期刊论文
PATTERN RECOGNITION LETTERS, 2018, 卷号: 109, 页码: 110-119
作者:  Li, Yanshan;  Xu, Jianjie;  Xia, Rongjie;  Huang, Qinghua;  Xie, Weixin;  Li, Xuelong;  Huang, QH (reprint author), Shenzhen Univ, Coll Informat Engn, ATR Natl Key Lab Def Technol, Shenzhen 518060, Peoples R China.
Adobe PDF(2306Kb)  |  收藏  |  浏览/下载：333/1  |  提交时间：2018/06/21
A Coarse-to-Fine Semi-Supervised Change Detection for Multispectral Images 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2018, 卷号: 56, 期号: 6, 页码: 3587-3599
作者:  Zhang, Wuxia;  Lu, Xiaoqiang;  Li, Xuelong;  Lu, XQ (reprint author), Chinese Acad Sci, Xian Inst Opt & Precis Mech, Ctr Opt Imagery Anal & Learning OPTIMAL, Xian 710119, Shaanxi, Peoples R China.
Adobe PDF(3641Kb)  |  收藏  |  浏览/下载：271/1  |  提交时间：2018/06/28
Change Detection  Keep It Simple And Straight-forward (Kiss) Metric Learning  Multiscale Feature  Multispectral Imagery  Semi-supervised Learning  
Discovering Diverse Subset for Unsupervised Hyperspectral Band Selection 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017, 卷号: 26, 期号: 1, 页码: 51-64
作者:  Yuan, Yuan;  Zheng, Xiangtao;  Lu, Xiaoqiang;  Yuan, Y (reprint author), Chinese Acad Sci, Xian Inst Opt & Precis Mech, Ctr Opt IMagery Anal & Learning OPTIMAL, State Key Lab Transient Opt & Photon, Xian 710119, Shaanxi, Peoples R China.
Adobe PDF(3800Kb)  |  收藏  |  浏览/下载：332/2  |  提交时间：2017/07/06
Hyperspectral Band Selection  Multiple Graphs  Determinantal Point Process  Hyperspectral Image Classification  Anomaly Detection  Target Detection