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Tensor Decomposition-Inspired Convolutional Autoencoders for Hyperspectral Anomaly Detection 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2022, 卷号: 15, 页码: 4990-5000
作者:  Sun, Bangyong;  Zhao, Zhe;  Liu, Di;  Gao, Xiaomei;  Yu, Tao
Adobe PDF(5267Kb)  |  收藏  |  浏览/下载：124/0  |  提交时间：2022/08/16
Anomaly detection  Hyperspectral imaging  Tensors  Detectors  Feature extraction  Training  Neural networks  Anomaly detection  hyperspectral image (HSI)  tensor decomposition network  
Pairwise Comparison Network for Remote Sensing Scene Classification 预印本
2022
作者:  Zhang, Yue;  Zheng, Xiangtao;  Lu, Xiaoqiang
Adobe PDF(458Kb)  |  收藏  |  浏览/下载：134/0  |  提交时间：2022/07/01
Cross-domain heterogeneous residual network for single image super-resolution 期刊论文
Neural Networks, 2022, 卷号: 149, 页码: 84-94
作者:  Ji, Li;  Zhu, Qinghui;  Zhang, Yongqin;  Yin, Juanjuan;  Wei, Ruyi;  Xiao, Jinsheng;  Xiao, Deqiang;  Zhao, Guoying
Adobe PDF(2316Kb)  |  收藏  |  浏览/下载：144/0  |  提交时间：2022/03/29
Neural networks  Neural network architecture  Image restoration  Image resolution  
Human action recognition by multiple spatial clues network 期刊论文
Neurocomputing, 2022, 卷号: 483, 页码: 10-21
作者:  Zheng, Xiangtao;  Gong, Tengfei;  Lu, Xiaoqiang;  Li, Xuelong
Adobe PDF(3746Kb)  |  收藏  |  浏览/下载：192/3  |  提交时间：2022/03/01
Human action recognition  Deep learning  Weakly supervised learning  Attention module  
Eagle-Eye-Inspired Attention for Object Detection in Remote Sensing 期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 7
作者:  Liu, Kang;  Huang, Ju;  Li, Xuelong
Adobe PDF(2850Kb)  |  收藏  |  浏览/下载：136/0  |  提交时间：2022/05/05
remote sensing  object detection  eagle-eye fovea network (EFNet)  anchor-free  attention mechanism  
A UAV Detection and Tracking Algorithm Based on Image Feature Super-Resolution 期刊论文
Wireless Communications and Mobile Computing, 2022, 卷号: 2022
作者:  Li, Bin;  Qiu, Shi;  Jiang, Wei;  Zhang, Wei;  Le, Mingnan
Adobe PDF(1772Kb)  |  收藏  |  浏览/下载：106/0  |  提交时间：2022/03/09
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：264/0  |  提交时间：2022/03/09
Deep learning  multi-branch network  mutual learning  remote sensing scene classification (RSSC)  
Cross-Connected Bidirectional Pyramid Network for Infrared Small-Dim Target Detection 期刊论文
IEEE Geoscience and Remote Sensing Letters, 2022, 卷号: 19
作者:  Bai, Yuanning;  Li, Ruimin;  Gou, Shuiping;  Zhang, Chenchen;  Chen, Yaohong;  Zheng, Zhihui
Adobe PDF(993Kb)  |  收藏  |  浏览/下载：167/2  |  提交时间：2022/02/14
Infrared small-dim target detection  crossconnected bidirectional pyramid network  ROI feature augment  regular constraint loss  
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：134/1  |  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：175/2  |  提交时间：2022/01/25
Hyperspectral image classification  convolutional neural networks  spectral attention  spatial attention