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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：208/3  |  提交时间：2022/03/01
Human action recognition  Deep learning  Weakly supervised learning  Attention module  
Visible-Infrared Person Re-Identification via Partially Interactive Collaboration 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2022, 卷号: 31, 页码: 6951-6963
作者:  Zheng, Xiangtao;  Chen, Xiumei;  Lu, Xiaoqiang
Adobe PDF(2955Kb)  |  收藏  |  浏览/下载：94/0  |  提交时间：2022/11/30
Collaboration  Feature extraction  Training  Federated learning  Cameras  Task analysis  Representation learning  Person re-identification  cross-modality  collaborative learning  partially interactive-shared  
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：185/0  |  提交时间：2022/07/21
Hyperspectral image classification  convolutional neural network  rotation-invariant network  spectralspatial feature extraction  attention mechanism  
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：282/0  |  提交时间：2022/03/09
Deep learning  multi-branch network  mutual learning  remote sensing scene classification (RSSC)  
Hyperspectral image super-resolution with self-supervised spectral-spatial residual network 期刊论文
Remote Sensing, 2021, 卷号: 13, 期号: 7
作者:  Chen, Wenjing;  Zheng, Xiangtao;  Lu, Xiaoqiang
Adobe PDF(2974Kb)  |  收藏  |  浏览/下载：182/0  |  提交时间：2021/04/21
hyperspectral image super-resolution  data fusion  spectral-spatial residual network  multispectral image  self-supervised training  
Bidirectional Interaction Network for Person Re-Identification 期刊论文
IEEE Transactions on Image Processing, 2021, 卷号: 30, 页码: 1935-1948
作者:  Chen, Xiumei;  Zheng, Xiangtao;  Lu, Xiaoqiang
Adobe PDF(2787Kb)  |  收藏  |  浏览/下载：195/1  |  提交时间：2021/02/03
Person re-identification  convolutional neural network  bidirectional integration  bilinear pooling  
A Supervised Segmentation Network for Hyperspectral Image Classification 期刊论文
IEEE Transactions on Image Processing, 2021, 卷号: 30, 页码: 2810-2825
作者:  Sun, Hao;  Zheng, Xiangtao;  Lu, Xiaoqiang
Adobe PDF(4384Kb)  |  收藏  |  浏览/下载：217/1  |  提交时间：2021/03/24
Hyperspectral imaging  Feature extraction  Training  Task analysis  Imaging  Image segmentation  Testing  Hyperspectral image (HSI) classification  fully convolutional segmentation network (FCSN)  generalization  
Spectral-Spatial Kernel Regularized for Hyperspectral Image Denoising 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2015, 卷号: 53, 期号: 7, 页码: 3815-3832
作者:  Yuan, Yuan;  Zheng, Xiangtao;  Lu, Xiaoqiang
Adobe PDF(5793Kb)  |  收藏  |  浏览/下载：268/4  |  提交时间：2015/07/15
Adaptive Kernel  Hyperspectral Image (Hsi) Denoising  Nonlocal Means (Nlm)  Spectral-spatial Kernel Regularization  
Spectral Super-Resolution of Multispectral Images Using Spatial-Spectral Residual Attention Network 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
作者:  Zheng, Xiangtao;  Chen, Wenjing;  Lu, Xiaoqiang
Adobe PDF(9047Kb)  |  收藏  |  浏览/下载：107/0  |  提交时间：2022/01/18
Feature extraction  Image reconstruction  Task analysis  Hyperspectral imaging  Dictionaries  Superresolution  Convolution  Attention  convolutional neural networks  hyperspectral image (HSI)  multispectral image (MSI)  spatial-spectral features  spectral super-resolution