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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：347/3  |  提交时间：2020/05/20
Attention  convolutional neural network (CNN)  hyperspectral image (HSI) classification  spectral–spatial feature extraction  
Lensless computational imaging technology using deep convolutional network 期刊论文
Sensors (Switzerland), 2020, 卷号: 20, 期号: 9
作者:  Chen, Peidong;  Su, Xiuqin;  Liu, Muyuan;  Zhu, Wenhua
Adobe PDF(3539Kb)  |  收藏  |  浏览/下载：203/1  |  提交时间：2020/05/28
lensless  lens-free  computational imaging  deep learning  FCN (Fully Convolutional Networks)  U-Net  Dense-U-Net  image reconstruction  
Inter-site harmonization based on dual generative adversarial networks for diffusion tensor imaging: application to neonatal white matter development 期刊论文
BIOMEDICAL ENGINEERING ONLINE, 2020, 卷号: 19, 期号: 1
作者:  Zhong, Jie;  Wang, Ying;  Li, Jie;  Xue, Xuetong;  Liu, Simin;  Wang, Miaomiao;  Gao, Xinbo;  Wang, Quan;  Yang, Jian;  Li, Xianjun
Adobe PDF(1638Kb)  |  收藏  |  浏览/下载：187/0  |  提交时间：2020/03/11
Harmonization  Diffusion tensor imaging  Neonate  Generative adversarial network  
Remote Sensing Scene Classification by Gated Bidirectional Network 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58, 期号: 1, 页码: 82-96
作者:  Sun, Hao;  Li, Siyuan;  Zheng, Xiangtao;  Lu, Xiaoqiang
Adobe PDF(5526Kb)  |  收藏  |  浏览/下载：219/2  |  提交时间：2020/04/14
Feature extraction  Nonhomogeneous media  Logic gates  Aggregates  Encoding  Interference  Task analysis  Feature aggregation  remote sensing (RS) image  scene classification  
Gated and Axis-Concentrated Localization Network for Remote Sensing Object Detection 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58, 期号: 1, 页码: 179-192
作者:  Lu, Xiaoqiang;  Zhang, Yuanlin;  Yuan, Yuan;  Feng, Yachuang
Adobe PDF(6944Kb)  |  收藏  |  浏览/下载：237/1  |  提交时间：2020/04/14
Object detection  Feature extraction  Remote sensing  Deep learning  Detectors  Logic gates  Semantics  Deep learning  gated axis-concentrated localization network (GACL Net)  localization  remote sensing  small object detection  
Hierarchical Feature Fusion Network for Salient Object Detection 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 卷号: 29, 页码: 9165-9175
作者:  Li, Xuelong;  Song, Dawei;  Dong, Yongsheng
Adobe PDF(3095Kb)  |  收藏  |  浏览/下载：217/1  |  提交时间：2020/10/30
Feature extraction  Semantics  Image edge detection  Object detection  Fuses  Visualization  Image color analysis  Salient object detection  hierarchical feature fusion  edge information-guided  one-to-one hierarchical supervision strategy