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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：105/0  |  提交时间：2022/08/31
change detection  attention mechanism  spatial-spectral features  multispectral imagery  
Multi-Level Alignment Network for Cross-Domain Ship Detection 期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 10
作者:  Xu, Chujie;  Zheng, Xiangtao;  Lu, Xiaoqiang
Adobe PDF(9450Kb)  |  收藏  |  浏览/下载：104/0  |  提交时间：2022/06/29
ship detection  domain adaptation  convolutional neural network  synthetic aperture radar  
Semisupervised Consistent Projection Metric Learning for Person Reidentification 期刊论文
IEEE Transactions on Cybernetics, 2022, 卷号: 52, 期号: 2, 页码: 738-747
作者:  Sun, Bangyong;  Ren, Yutao;  Lu, Xiaoqiang
Adobe PDF(1490Kb)  |  收藏  |  浏览/下载：127/0  |  提交时间：2022/03/16
Discriminative  generalization  metric learning  person reidentification  
Remote Sensing Scene Classification by Local-Global Mutual Learning 期刊论文
IEEE Geoscience and Remote Sensing Letters, 2022, 卷号: 9
作者:  Chen, Xiumei;  Zheng, Xiangtao;  Zhang, Yue;  Lu, Xiaoqiang
Adobe PDF(3345Kb)  |  收藏  |  浏览/下载：259/0  |  提交时间：2022/03/09
Deep learning  multi-branch network  mutual learning  remote sensing scene classification (RSSC)  
A Novel NMF Guided for Hyperspectral Unmixing From Incomplete and Noisy Data 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60
作者:  Dong, Le;  Lu, Xiaoqiang;  Liu, Ganchao;  Yuan, Yuan
Adobe PDF(9737Kb)  |  收藏  |  浏览/下载：121/0  |  提交时间：2022/01/18
Image reconstruction  Hyperspectral imaging  Noise measurement  Gaussian noise  Interference  Stability analysis  Sensors  Hyperspectral unmixing (HU)  image reconstruction  nonnegative matrix factorization (NMF)  spatial-spectral information  
Pairwise Comparison Network for Remote Sensing Scene Classification 期刊论文
IEEE Geoscience and Remote Sensing Letters, 2022, 卷号: 19
作者:  Zhang, Yue;  Zheng, Xiangtao;  Lu, Xiaoqiang
Adobe PDF(939Kb)  |  收藏  |  浏览/下载：133/1  |  提交时间：2022/02/07
Convolutional neural networks (CNNs)  multibranch methods  remote-sensing scene classification  
Cross-Attention Spectral-Spatial Network for Hyperspectral Image Classification 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2022, 卷号: 60
作者:  Yang, Kai;  Sun, Hao;  Zou, Chunbo;  Lu, Xiaoqiang
Adobe PDF(3919Kb)  |  收藏  |  浏览/下载：173/2  |  提交时间：2022/01/25
Hyperspectral image classification  convolutional neural networks  spectral attention  spatial attention  
Remote Sensing Cross-Modal Retrieval by Deep Image-Voice Hashing 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2022, 卷号: 15
作者:  Zhang, Yichao;  Zheng, Xiangtao;  Lu, Xiaoqiang
Adobe PDF(3144Kb)  |  收藏  |  浏览/下载：86/0  |  提交时间：2022/12/02
Remote sensing  Codes  Feature extraction  Image retrieval  Semantics  Task analysis  Sensors  Convolutional neural network (CNN)  cross-modal retrieval  deep hashing  hash code  
Rotation-Invariant Attention Network for Hyperspectral Image Classification 期刊论文
IEEE Transactions on Image Processing, 2022, 卷号: 31, 页码: 4251-4265
作者:  Zheng, Xiangtao;  Sun, Hao;  Lu, Xiaoqiang;  Xie, Wei
Adobe PDF(3409Kb)  |  收藏  |  浏览/下载：140/0  |  提交时间：2022/07/21
Hyperspectral image classification  convolutional neural network  rotation-invariant network  spectralspatial feature extraction  attention mechanism  
Meta Self-Supervised Learning for Distribution Shifted Few-Shot Scene Classification 期刊论文
IEEE Geoscience and Remote Sensing Letters, 2022, 卷号: 19
作者:  Gong, Tengfei;  Zheng, Xiangtao;  Lu, Xiaoqiang
Adobe PDF(953Kb)  |  收藏  |  浏览/下载：100/0  |  提交时间：2022/06/08
Domain shift  few-shot learning  scene classification  self-supervised learning