Automatic Ship Detection Using the Artificial Neural Network and Support Vector Machine from X-Band Sar Satellite Images

Automatic Ship Detection Using the Artificial Neural Network and Support Vector Machine from X-Band Sar Satellite Images

In this paper, an automatic ship detection method using the artificial neural network (ANN) and support vector machine (SVM) from X-band SAR satellite images is proposed. When using machine learning techniques, the most important points to consider are (i) defining the proper input neurons and (ii)...

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Bibliographic Details
Main Authors: Jeong-In Hwang, Hyung-Sup Jung
Format: Article
Language:English
Published: MDPI AG 2018-11-01
Series:Remote Sensing
Subjects:
synthetic aperture radar (SAR)
ship detection
artificial neural network (ANN)
support vector machine (SVM)
COSMO-SkyMed
KOMPSAT-5
TerraSAR-X
Online Access:https://www.mdpi.com/2072-4292/10/11/1799

Internet

https://www.mdpi.com/2072-4292/10/11/1799

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