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Multi-Prior Graph Autoencoder with Ranking-Based Band Selection for Hyperspectral Anomaly Detection 期刊论文
REMOTE SENSING, 2023, 卷号: 15, 期号: 18
作者:  Wang, Nan;  Shi, Yuetian;  Li, Haiwei;  Zhang, Geng;  Li, Siyuan;  Liu, Xuebin
Adobe PDF(4511Kb)  |  收藏  |  浏览/下载：51/0  |  提交时间：2023/10/27
hyperspectral anomaly detection  deep learning  band selection  autoencoder  
基于注意力网络的高光谱图像分类研究 学位论文
, 北京: 中国科学院大学, 2023
作者:  杨凯
Adobe PDF(7968Kb)  |  收藏  |  浏览/下载：49/0  |  提交时间：2023/07/18
高光谱图像  卷积神经网络  注意力机制  深度学习  遥感地物分类  
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：180/3  |  提交时间：2022/03/01
Human action recognition  Deep learning  Weakly supervised learning  Attention module  
Dense Convolutional Network and Its Application in Medical Image Analysis 期刊论文
BIOMED RESEARCH INTERNATIONAL, 2022, 卷号: 2022
作者:  Zhou, Tao;  Ye, XinYu;  Lu, HuiLing;  Zheng, Xiaomin;  Qiu, Shi;  Liu, YunCan
Adobe PDF(2822Kb)  |  收藏  |  浏览/下载：112/0  |  提交时间：2022/06/06
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  
Tilt Correction Towards Building Detection of Remote Sensing Images 期刊论文
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021, 卷号: 14, 页码: 5854-5866
作者:  Liu, Kang;  Jiang, Zhiyu;  Xu, Mingliang;  Perc, Matjaz;  Li, Xuelong
Adobe PDF(8821Kb)  |  收藏  |  浏览/下载：149/0  |  提交时间：2021/06/22
Building detection  cost of building partition (CoBP)  deep neural network (DNN)  remote sensing  tilt correction (TC)  
Spatial attention based visual semantic learning for action recognition in still images 期刊论文
NEUROCOMPUTING, 2020, 卷号: 413, 页码: 383-396
作者:  Zheng, Yunpeng;  Zheng, Xiangtao;  Lu, Xiaoqiang;  Wu, Siyuan
Adobe PDF(5211Kb)  |  收藏  |  浏览/下载：170/1  |  提交时间：2020/11/09
Still image-based action recognition  Spatial attention  Semantic parts  Deep learning  
Multisource Compensation Network for Remote Sensing Cross-Domain Scene Classification 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2020, 卷号: 58, 期号: 4, 页码: 2504-2515
作者:  Lu, Xiaoqiang;  Gong, Tengfei;  Zheng, Xiangtao
Adobe PDF(2825Kb)  |  收藏  |  浏览/下载：182/3  |  提交时间：2020/04/23
Cross-domain scene classification  domain adaptation  multisource compensation  remote sensing scene classification  
Hyperspectral and LiDAR Representation with Spectral-Spatial Graph Network 期刊论文
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 页码: 1-14
作者:  Du, Xingqian;  Zheng, Xiangtao;  Lu, Xiaoqiang;  Wang, Xin
Adobe PDF(8290Kb)  |  收藏  |  浏览/下载：18/0  |  提交时间：2023/11/10
Data fusion  graph neural network  multimodal data  remote sensing classification