Identification of Village Building via Google Earth Images and Supervised Machine Learning Methods

In this study, a method based on supervised machine learning is proposed to identify village buildings from open high-resolution remote sensing images. We select Google Earth (GE) RGB images to perform the classification in order to examine its suitability for village mapping, and investigate the fe...

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Bibliographic Details
Main Authors: Zhiling Guo, Xiaowei Shao, Yongwei Xu, Hiroyuki Miyazaki, Wataru Ohira, Ryosuke Shibasaki
Format: Article
Language:English
Published: MDPI AG 2016-03-01
Series:Remote Sensing
Subjects:
CNN
Online Access:http://www.mdpi.com/2072-4292/8/4/271