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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：248/0  |  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：147/2  |  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：127/1  |  提交时间：2022/02/07
Convolutional neural networks (CNNs)  multibranch methods  remote-sensing scene classification  
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：95/0  |  提交时间：2022/06/08
Domain shift  few-shot learning  scene classification  self-supervised learning  
Remote Sensing Image Generation From Audio 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2021, 卷号: 18, 期号: 6, 页码: 994-998
作者:  Zheng, Zhiyuan;  Chen, Jun;  Zheng, Xiangtao;  Lu, Xiaoqiang
Adobe PDF(2017Kb)  |  收藏  |  浏览/下载：132/0  |  提交时间：2021/06/21
Remote sensing  Semantics  Feature extraction  Gallium nitride  Neural networks  Sensors  Mel frequency cepstral coefficient  Cross-modal  generation  reranking  
Generative Adversarial Capsule Network With ConvLSTM for Hyperspectral Image Classification 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2021, 卷号: 18, 期号: 3, 页码: 523-527
作者:  Wang, Wei-Ye;  Li, Heng-Chao;  Deng, Yang-Jun;  Shao, Li-Yang;  Lu, Xiao-Qiang;  Du, Qian
Adobe PDF(3457Kb)  |  收藏  |  浏览/下载：180/0  |  提交时间：2021/04/08
Capsule network (CapsNet)  convolutional neural network (CNN)  data augmentation  deep learning  generative adversarial network (GAN)  hyperspectral image (HSI) classification  
Semantic Descriptions of High-Resolution Remote Sensing Images 期刊论文
IEEE Geoscience and Remote Sensing Letters, 2019, 卷号: 16, 期号: 8, 页码: 1274-1278
作者:  Wang, Binqiang;  Lu, Xiaoqiang;  Zheng, Xiangtao;  Li, Xuelong
Adobe PDF(1229Kb)  |  收藏  |  浏览/下载：193/0  |  提交时间：2019/08/11
High-resolution remote sensing image  semantic understanding  
Locality Adaptive Discriminant Analysis for Spectral-Spatial Classification of Hyperspectral Images 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2017, 卷号: 14, 期号: 11, 页码: 2077-2081
作者:  Wang, Qi;  Meng, Zhaotie;  Li, Xuelong
Adobe PDF(533Kb)  |  收藏  |  浏览/下载：185/0  |  提交时间：2017/12/26
Classification  Hyperspectral Images (Hsis)  Locality Adaptive Discriminant Analysis (Lada)  Spectral-spatial  
An Efficient Contrast Enhancement Method for Remote Sensing Images 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2017, 卷号: 14, 期号: 10, 页码: 1715-1719
作者:  Liu, Jiahang;  Zhou, Chenghu;  Chen, Peng;  Kang, Chaomeng
Adobe PDF(4343Kb)  |  收藏  |  浏览/下载：209/0  |  提交时间：2017/12/26
Contrast EnhanCement (Ce)  Histogram Compacting Transform (Hct)  Histogram Modification  Histogram Transform  Linear Stretch (Ls)  Image Quality  
Penalized Linear Discriminant Analysis of Hyperspectral Imagery for Noise Removal 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2017, 卷号: 14, 期号: 3, 页码: 359-363
作者:  Lu, Ming;  Hu, Luojia;  Yue, Tianxiang;  Chen, Ziyue;  Chen, Bin;  Lu, Xiaoqiang;  Xu, Bing
Adobe PDF(4403Kb)  |  收藏  |  浏览/下载：178/0  |  提交时间：2017/04/21
Hyperspectral Imagery (Hsi)  Noise Removal  Penalized Linear Discriminant Analysis (Plda)  Principal Components Transformation