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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：278/0  |  提交时间：2022/03/09
Deep learning  multi-branch network  mutual learning  remote sensing scene classification (RSSC)  
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：176/0  |  提交时间：2022/07/21
Hyperspectral image classification  convolutional neural network  rotation-invariant network  spectralspatial feature extraction  attention mechanism  
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：188/0  |  提交时间：2020/10/30
Facial expression recognition  Feature extraction  Neural network  Attention mechanism  
Adaptive multiscale feature for object detection 期刊论文
Neurocomputing, 2021, 卷号: 449, 页码: 146-158
作者:  Yu, Xiaoyong;  Wu, Siyuan;  Lu, Xiaoqiang;  Gao, Guilong
Adobe PDF(2297Kb)  |  收藏  |  浏览/下载：201/1  |  提交时间：2021/05/08
Object detection  Classification network  Backbone network  Multiscale feature  Feature fusion  Adaptation  Anchor  Anchor-free  
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：148/0  |  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  
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：181/0  |  提交时间：2021/04/21
hyperspectral image super-resolution  data fusion  spectral-spatial residual network  multispectral image  self-supervised training  
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：216/1  |  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  
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：190/1  |  提交时间：2021/02/03
Person re-identification  convolutional neural network  bidirectional integration  bilinear pooling  
Deep balanced discrete hashing for image retrieval 期刊论文
Neurocomputing, 2020, 卷号: 403, 页码: 224-236
作者:  Zheng, Xiangtao;  Zhang, Yichao;  Lu, Xiaoqiang
Adobe PDF(2896Kb)  |  收藏  |  浏览/下载：294/2  |  提交时间：2020/06/02
Image retrieval  Convolutional neural network  Balance controling  Discrete hashing  
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：359/3  |  提交时间：2020/05/20
Attention  convolutional neural network (CNN)  hyperspectral image (HSI) classification  spectral–spatial feature extraction