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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：61/0  |  提交时间：2023/07/13
Channel-spatial joint attention  deep hashing  distance-adaptive ranking  remote sensing image retrieval  
Local and correlation attention learning for subtle facial expression recognition 期刊论文
Neurocomputing, 2021, 卷号: 453, 页码: 742-753
作者:  Wang, Shaocong;  Yuan, Yuan;  Zheng, Xiangtao;  Lu, Xiaoqiang
Adobe PDF(2425Kb)  |  收藏  |  浏览/下载：183/0  |  提交时间：2020/10/30
Facial expression recognition  Feature extraction  Neural network  Attention mechanism  
Spectral-Spatial Attention Network for Hyperspectral Image Classification 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2020, 卷号: 58, 期号: 5, 页码: 3232-3245
作者:  Sun, Hao;  Zheng, Xiangtao;  Lu, Xiaoqiang;  Wu, Siyuan
Adobe PDF(3278Kb)  |  收藏  |  浏览/下载：355/3  |  提交时间：2020/05/20
Attention  convolutional neural network (CNN)  hyperspectral image (HSI) classification  spectral–spatial feature extraction  
Sample and Structure-Guided Network for Road Crack Detection 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 130032-130043
作者:  Wu, Siyuan;  Fang, Jie;  Zheng, Xiangtao
Adobe PDF(4285Kb)  |  收藏  |  浏览/下载：196/2  |  提交时间：2019/10/11
Road crack detection  neural network  representation capability  sample imbalance  structural information  
Unsupervised Change Detection by Cross-Resolution Difference Learning 期刊论文
IEEE Transactions on Geoscience and Remote Sensing
作者:  Zheng, Xiangtao;  Chen, Xiumei;  Lu, Xiaoqiang;  Sun, Bangyong
Adobe PDF(7044Kb)  |  收藏  |  浏览/下载：128/1  |  提交时间：2021/06/22
Coupled deep neural network (CDNN)  crossresolution difference  mutual information distance  unsupervised change detection (CD)