Fast Detection of Ship Targets for Large-scale Remote Sensing Image Based on a Cascade Convolutional Neural Network

Fast Detection of Ship Targets for Large-scale Remote Sensing Image Based on a Cascade Convolutional Neural Network

For the fast detection of ships in large-scale remote sensing images, a cascade convolutional neural network is proposed, which is a cascade combination of two Fully Convolutional Neural networks (FCNs), the target FCN for Prescreening (P-FCN), and the target FCN for Detection (D-FCN). The P-FCN is...

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Bibliographic Details
Main Authors: CHEN Huiyuan, LIU Zeyu, GUO Weiwei, ZHANG Zenghui, YU Wenxian
Format: Article
Language:English
Published: China Science Publishing & Media Ltd. (CSPM) 2019-06-01
Series:Leida xuebao
Subjects:
Ship detection
Deep learning
Fully Convolutional Neural network(FCN)
Large scale remote sensing image
Fast detection
Online Access:http://radars.ie.ac.cn/article/doi/10.12000/JR19041?viewType=HTML

Internet

http://radars.ie.ac.cn/article/doi/10.12000/JR19041?viewType=HTML

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