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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：157/0  |  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：226/0  |  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：175/1  |  提交时间：2020/11/09
Still image-based action recognition  Spatial attention  Semantic parts  Deep learning  
Atmospheric correction of geostationary satellite ocean color data under high solar zenith angles in open oceans 期刊论文
Remote Sensing of Environment, 2020, 卷号: 249
作者:  Li, Hao;  He, Xianqiang;  Bai, Yan;  Shanmugam, Palanisamy;  Park, Young-Je;  Liu, Jia;  Zhu, Qiankun;  Gong, Fang;  Wang, Difeng;  Huang, Haiqing
Adobe PDF(22578Kb)  |  收藏  |  浏览/下载：177/0  |  提交时间：2020/08/26
Ocean color remote sensing  Geostationary satellite  Atmospheric correction  High solar zenith angle  Neural network  
Hyperspectral deep convolution anomaly detection based on weight adjustment strategy 期刊论文
Applied Optics, 2020, 卷号: 59, 期号: 31, 页码: 9633-9642
作者:  Chong, Dan;  Hu, Bingliang;  Gao, Xiaohui;  Gao, Hao;  Xia, Pu;  Wu, Yinhua
Adobe PDF(2184Kb)  |  收藏  |  浏览/下载：151/4  |  提交时间：2020/12/01
A Denoising Method of Remote Sensing Images Based on Improved BM3D 会议论文
Proceedings of the 4th International Conference on Computer Science and Application Engineering, CSAE 2020, Virtual, Online, China, 2020-10-20
作者:  Chen, Junyu;  Li, Haiwei;  Chen, Tieqiao;  Hu, Bingliang;  Zhang, Geng;  Wang, Shuang;  Liu, Song
Adobe PDF(1729Kb)  |  收藏  |  浏览/下载：151/2  |  提交时间：2020/11/16
Block-matching  Search strategy  BM3D  Multi-scale detail boosting  Edge detection  
Investigations on Average Fluorescence Lifetimes for Visualizing Multi-Exponential Decays 期刊论文
FRONTIERS IN PHYSICS, 2020, 卷号: 8
作者:  Li, Yahui;  Natakorn, Sapermsap;  Chen, Yu;  Safar, Mohammed;  Cunningham, Margaret;  Tian, Jinshou;  Li, David Day-Uei
Adobe PDF(3086Kb)  |  收藏  |  浏览/下载：226/2  |  提交时间：2020/11/23
fluorescence lifetime imaging  lifetime determination algorithm  average lifetimes  multi-exponential decays  lifetime image visualization  FRET—  fluorescence resonance energy transfer  
Deep Cross-Modal ImageVoice Retrieval in Remote Sensing 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58, 期号: 10, 页码: 7049-7061
作者:  Chen, Yaxiong;  Lu, Xiaoqiang;  Wang, Shuai
Adobe PDF(3711Kb)  |  收藏  |  浏览/下载：157/1  |  提交时间：2020/10/30
Remote sensing  Convolution  Quantization (signal)  Image retrieval  Deep learning  Convolutional codes  Hamming distance  Cross-modal remote sensing image-voice retrieval  deep features' similarity  deep hash codes  quantization error  
Binary amplitude-only image reconstruction through a MMF based on an AE-SNN combined deep learning model 期刊论文
Optics Express, 2020, 卷号: 28, 期号: 20, 页码: 30048-30062
作者:  Chen, Hui;  He, Zhengquan;  Zhang, Zaikun;  Geng, Yi;  Yu, Weixing
Adobe PDF(1930Kb)  |  收藏  |  浏览/下载：188/3  |  提交时间：2020/11/03
Prediction of end-of-season tuber yield and tuber set in potatoes using in-season uav-based hyperspectral imagery and machine learning 期刊论文
Sensors (Switzerland), 2020, 卷号: 20, 期号: 18, 页码: 1-13
作者:  Sun, Chen;  Feng, Luwei;  Zhang, Zhou;  Ma, Yuchi;  Crosby, Trevor;  Naber, Mack;  Wang, Yi
Adobe PDF(2706Kb)  |  收藏  |  浏览/下载：146/0  |  提交时间：2020/10/26
hyperspectral imaging  machine learning  tuber yield  tuber set  unmanned aerial vehicles