OPT OpenIR
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Remote Sensing Image Retrieval by Deep Attention Hashing With Distance-Adaptive Ranking 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2023, 卷号: 16, 页码: 4301-4311
作者:  Zhang, Yichao;  Zheng, Xiangtao;  Lu, Xiaoqiang
Adobe PDF(5871Kb)  |  收藏  |  浏览/下载:55/0  |  提交时间:2023/07/13
Channel-spatial joint attention  deep hashing  distance-adaptive ranking  remote sensing image retrieval  
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:100/0  |  提交时间:2022/08/31
change detection  attention mechanism  spatial-spectral features  multispectral imagery  
Robust Speckle-Autocorrelation Non-Line-of-Sight Imaging with Generative Adversarial Networks 会议论文
Thirteenth International Conference on Graphics and Image Processing, ICGIP 2021, Kunming, China, 2021-08-18
作者:  Chen, Yue;  Qu, Bo;  Lu, Xiaoqiang
Adobe PDF(753Kb)  |  收藏  |  浏览/下载:132/0  |  提交时间:2022/03/22
NLOS imaging  Generative adversarial network  Speckle-autocorrelation  Convolutional neural network  
Bio-Inspired Representation Learning for Visual Attention Prediction 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 卷号: 51, 期号: 7, 页码: 3562-3575
作者:  Yuan, Yuan;  Ning, Hailong;  Lu, Xiaoqiang
Adobe PDF(2877Kb)  |  收藏  |  浏览/下载:148/0  |  提交时间:2021/07/12
Bio-inspired  center-bias prior  contrast features  densely connected  reduction-attention  semantic features  visual attention prediction (VAP)  
Hyperspectral image super-resolution with self-supervised spectral-spatial residual network 期刊论文
Remote Sensing, 2021, 卷号: 13, 期号: 7
作者:  Chen, Wenjing;  Zheng, Xiangtao;  Lu, Xiaoqiang
Adobe PDF(2974Kb)  |  收藏  |  浏览/下载:169/0  |  提交时间:2021/04/21
hyperspectral image super-resolution  data fusion  spectral-spatial residual network  multispectral image  self-supervised training  
Audio description from image by modal translation network 期刊论文
Neurocomputing, 2021, 卷号: 423, 页码: 124-134
作者:  Ning, Hailong;  Zheng, Xiangtao;  Yuan, Yuan;  Lu, Xiaoqiang
Adobe PDF(1507Kb)  |  收藏  |  浏览/下载:161/0  |  提交时间:2020/11/30
Image-to-audio-description  Modal translation  Heterogeneous gap  
A Supervised Segmentation Network for Hyperspectral Image Classification 期刊论文
IEEE Transactions on Image Processing, 2021, 卷号: 30, 页码: 2810-2825
作者:  Sun, Hao;  Zheng, Xiangtao;  Lu, Xiaoqiang
Adobe PDF(4384Kb)  |  收藏  |  浏览/下载:195/1  |  提交时间:2021/03/24
Hyperspectral imaging  Feature extraction  Training  Task analysis  Imaging  Image segmentation  Testing  Hyperspectral image (HSI) classification  fully convolutional segmentation network (FCSN)  generalization  
Remote Sensing Scene Classification by Gated Bidirectional Network 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58, 期号: 1, 页码: 82-96
作者:  Sun, Hao;  Li, Siyuan;  Zheng, Xiangtao;  Lu, Xiaoqiang
Adobe PDF(5526Kb)  |  收藏  |  浏览/下载:206/2  |  提交时间:2020/04/14
Feature extraction  Nonhomogeneous media  Logic gates  Aggregates  Encoding  Interference  Task analysis  Feature aggregation  remote sensing (RS) image  scene classification  
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:164/1  |  提交时间:2019/03/26
multispectral imagery  spectral-spatial representation  Siamese CNN  feature fusion  discrimination learning  change detection  
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:236/1  |  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