Ship Detection Based on Improved R-FCN

Ship Detection Based on Improved R-FCN

Aiming at the problem of detecting different sizes and types of ships in complex sea conditions, a ship detection method based on deep learning is proposed, which is mainly for the improvement of regional fully convolutional networks (R-FCN). Firstly, the ResNet50 network is selected for automatic e...

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Bibliographic Details
Main Author: HUANG Zhijun, SANG Qingbing
Format: Article
Language:zho
Published: Journal of Computer Engineering and Applications Beijing Co., Ltd., Science Press 2020-06-01
Series:Jisuanji kexue yu tansuo
Subjects:
deep learning
target detection
regional fully convolutional networks (r-fcn)
Online Access:http://fcst.ceaj.org/CN/abstract/abstract2238.shtml

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