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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：82/1  |  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：112/0  |  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：153/0  |  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：425/0  |  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：184/2  |  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：157/0  |  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：317/1  |  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：252/1  |  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：304/2  |  提交时间：2017/07/06
Hyperspectral Band Selection  Multiple Graphs  Determinantal Point Process  Hyperspectral Image Classification  Anomaly Detection  Target Detection  
Semi-supervised change detection method for multi-temporal hyperspectral images 期刊论文
NEUROCOMPUTING, 2015, 卷号: 148, 页码: 363-375
作者:  Yuan, Y;  Lv, HB;  Lu, XQ
Adobe PDF(8678Kb)  |  收藏  |  浏览/下载：182/4  |  提交时间：2015/11/20