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Attribute-Cooperated Convolutional Neural Network for Remote Sensing Image Classification 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58, 期号: 12, 页码: 8358-8371
作者:  Zhang, Yuanlin;  Zheng, Xiangtao;  Yuan, Yuan;  Lu, Xiaoqiang
Adobe PDF(5153Kb)  |  收藏  |  浏览/下载：171/0  |  提交时间：2020/12/21
Feature extraction  Task analysis  Convolutional neural networks  Remote sensing  Visualization  Semantics  Manuals  Attribute learning  convolutional neural networks (CNNs)  relationship learning  remote sensing image (RSI) classification  
Nonlocal Graph Convolutional Networks for Hyperspectral Image Classification 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58, 期号: 12, 页码: 8246-8257
作者:  Mou, Lichao;  Lu, Xiaoqiang;  Li, Xuelong;  Zhu, Xiao Xiang
Adobe PDF(10395Kb)  |  收藏  |  浏览/下载：256/0  |  提交时间：2020/12/21
Hyperspectral imaging  Convolution  Task analysis  Recurrent neural networks  Semisupervised learning  Support vector machines  Graph convolutional network (GCN)  hyperspectral image classification  nonlocal graph  semisupervised learning  
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：197/1  |  提交时间：2020/11/09
Still image-based action recognition  Spatial attention  Semantic parts  Deep learning  
Using hyperspectral imaging automatic classification of gastric cancer grading with a shallow residual network 期刊论文
ANALYTICAL METHODS, 2020, 卷号: 12, 期号: 30, 页码: 3844-3853
作者:  Liu, Song;  Wang, Quan;  Zhang, Geng;  Du, Jian;  Hu, Bingliang;  Zhang, Zhoufeng
Adobe PDF(1114Kb)  |  收藏  |  浏览/下载：145/4  |  提交时间：2020/08/28
Retrieval Topic Recurrent Memory Network for Remote Sensing Image Captioning 期刊论文
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020, 卷号: 13, 页码: 256-270
作者:  Wang, Binqiang;  Zheng, Xiangtao;  Qu, Bo;  Lu, Xiaoqiang
Adobe PDF(5476Kb)  |  收藏  |  浏览/下载：206/2  |  提交时间：2020/03/16
Controllable caption  recurrentmemory network (MN)  remote sensing image (RSI) caption generation  retrieval topic  
Remote Sensing Road Extraction by Refining Road Topology 会议论文
Proceedings of the 6th China High Resolution Earth Observation Conference, CHREOC 2019, Chengdu, China, 2019-09-01
作者:  Gao, Huiqin;  Yuan, Yuan;  Zheng, Xiangtao
Adobe PDF(520Kb)  |  收藏  |  浏览/下载：140/2  |  提交时间：2020/07/28
High resolution  Road extraction  Deep learning  Feature fusion  
Attention Mask R-CNN for Ship Detection and Segmentation From Remote Sensing Images 期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 9325-9334
作者:  Nie, Xuan;  Duan, Mengyang;  Ding, Haoxuan;  Hu, Bingliang;  Wong, Edward K.
Adobe PDF(5720Kb)  |  收藏  |  浏览/下载：183/1  |  提交时间：2020/05/18
Computer vision  object detection  object segmentation  remote sensing  
Space Debris Detection Using Feature Learning of Candidate Regions in Optical Image Sequences 期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 150864-150877
作者:  Xi, Jiangbo;  Xiang, Yaobing;  Ersoy, Okan K.;  Cong, Ming;  Wei, Xin;  Gu, Junkai
Adobe PDF(8355Kb)  |  收藏  |  浏览/下载：209/0  |  提交时间：2020/10/23
Space debris  Feature extraction  Machine learning  Signal to noise ratio  Object detection  Image sequences  Optical imaging  Space debris detection  background estimation  candidate region extraction  deep learning  
Blood Pressure Evaluation Based on Photoplethysmography Using Deep Learning 会议论文
AOPC 2020: OPTICAL SPECTROSCOPY AND IMAGING; AND BIOMEDICAL OPTICS, Beijing, PEOPLES R CHINA, 2020-11-30
作者:  Sun Xiaoxiao;  Zhou Liang;  Liu Zhaohui;  Yu Jiangjun;  Qiao Wenlong
Adobe PDF(442Kb)  |  收藏  |  浏览/下载：155/7  |  提交时间：2021/07/16
Blood pressure (BP)  Photoplethysmography (PPG)  Convolutional neural network( CNN)  Ensemble empirical mode decomposition (EEMD)