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A new deep learning method for roads recognition from SAR images 期刊论文
Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition), 2020, 卷号: 50, 期号: 5, 页码: 1778-1787
Authors:  Chen, Hua;  Guo, Wei;  Yan, Jing-Wen;  Zhuo, Wen-Hao;  Wu, Liang-Bin
Favorite  |  View/Download:13/0  |  Submit date:2020/12/28
Convolution - Deep learning - Image enhancement - Learning systems - Neural networks - Remote sensing - Roads and streets - Support vector machines - Synthetic aperture radar  Activation functions - Convolution neural network - Learning methods - Overall characteristics - Recognition accuracy - Remote sensing images - Road recognition - Synthetic aperture radar (SAR) images  
Dim and Small Target Detection Based on Fully Convolutional Recursive Network 期刊论文
Guangxue Xuebao/Acta Optica Sinica, 2020, 卷号: 40, 期号: 13, 页码: 1310002
Authors:  Yang, Qili;  Zhou, Binghong;  Zheng, Wei;  Li, Mingtao
Favorite  |  View/Download:12/0  |  Submit date:2020/12/28
Convolution - Deep learning - Image enhancement - Infrared imaging - Learning systems - Object recognition - Semantics - Signal to noise ratio  Background suppression - Background suppression factor - Infrared dim small targets - Probability of detection - Signal to noise ratio gains - Signal-to-clutter ratios - Small target detection - Weak target detection  
Multimodal Deep Learning for Heterogeneous GNSS-R Data Fusion and Ocean Wind Speed Retrieval 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2020, 卷号: 13, 页码: 5971-5981
Authors:  Chu, Xiaohan;  He, Jie;  Song, Hongqing;  Qi, Yue;  Sun, Yueqiang;  Bai, Weihua;  Li, Wei;  Wu, Qiwu
Favorite  |  View/Download:10/0  |  Submit date:2020/12/28
Feature extraction  Wind speed  Data models  Sea surface  Sea measurements  Machine learning  Delay-Doppler map (DDM)  GNSS-reflectometry (GNSS-R)  multimodal deep learning  ocean surface wind retrieval  SEA-ICE  SCATTERING  
Fault diagnostics between different type of components: A transfer learning approach 期刊论文
APPLIED SOFT COMPUTING, 2020, 卷号: 86, 页码: 105950
Authors:  Li, Xudong;  Hu, Yang;  Li, Mingtao;  Zheng, Jianhua
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Fault diagnostics  Deep learning  Transfer learning  Convolutional Neural Network (CNN)  Multi-layer Perceptron (MLP)  DEEP  PROGNOSTICS  NETWORK  
UAV Autonomous Tracking and Landing Based on Deep Reinforcement Learning Strategy 期刊论文
SENSORS, 2020, 卷号: 20, 期号: 19, 页码: 5630
Authors:  Xie, Jingyi;  Peng, Xiaodong;  Wang, Haijiao;  Niu, Wenlong;  Zheng, Xiao
Favorite  |  View/Download:8/0  |  Submit date:2020/12/28
quadrotor unmanned aerial vehicle  deep reinforcement learning  autonomous tracking and landing  
Online scheduling of image satellites based on neural networks and deep reinforcement learning 期刊论文
Chinese Journal of Aeronautics, 2019
Authors:  WANG, Haijiao;  YANG, Zhen;  ZHOU, Wugen;  LI, Dalin
View  |  Adobe PDF(1962Kb)  |  Favorite  |  View/Download:159/28  |  Submit date:2019/03/05
Deep Reinforcement Learning  Dynamic Scheduling  Image Satellites  Neural Network  Online Scheduling  
Galaxy morphology classification with deep convolutional neural networks 期刊论文
ASTROPHYSICS AND SPACE SCIENCE, 2019, 卷号: 364, 期号: 4, 页码: 55
Authors:  Zhu, Xiao-Pan;  Dai, Jia-Ming;  Bian, Chun-Jiang;  Chen, Yu;  Chen, Shi;  Hu, Chen
View  |  Adobe PDF(2776Kb)  |  Favorite  |  View/Download:162/36  |  Submit date:2019/06/26
Galaxy morphology classification  Deep learning  Convolutional neural networks  
Classification of Spectrum Images of Solar Radio Bursts Based on Deep Learning 会议论文
2019 15TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND SECURITY (CIS 2019), Macao, PEOPLES R CHINA, DEC 13-16, 2019
Authors:  Xu, Xirong;  Wang, Zhiyang;  Hong, Yu;  Xia, Tianfan;  Cheng, Jun;  Jiang, Jingqing
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solar radio  Deep learning  Image classification  Digital image processing  Capsule Networks  CNN  LSTM  
Bidirectional LSTM for ionospheric vertical Total Electron Content (TEC) forecasting 会议论文
2017 IEEE Visual Communications and Image Processing, VCIP 2017, St. Petersburg, FL, United states, December 10, 2017 - December 13, 2017
Authors:  Sun, Wenqing;  Xu, Long;  Huang, Xin;  Zhang, Weiqiang;  Yuan, Tianjiao;  Yan, Yihua
View  |  Adobe PDF(419Kb)  |  Favorite  |  View/Download:85/10  |  Submit date:2018/09/06
Ionosphere  Total Electron Content  Deep Learning  Bidirectional Long Short-term Memory  Forecast  
Optimization of Convolutional Neural Network Target Recognition Algorithm 会议论文
14TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING (WICOM 2018), Kunming, PEOPLES R CHINA, SEP 18-20, 2018
Authors:  Guo, Chen;  Jiang, Yuanyuan
View  |  Adobe PDF(1147Kb)  |  Favorite  |  View/Download:56/6  |  Submit date:2019/01/31
Convolutional neural networks  Deep learning  principal component analysis