Newly Built Construction Detection in SAR Images Using Deep Learning

Newly Built Construction Detection in SAR Images Using Deep Learning

Remote sensing data can be utilized to help developing countries monitor the use of land. However, the problem of constant cloud coverage prevents us from taking full advantage of satellite optical images. Therefore, we instead opt to use data from synthetic-aperture radar (SAR), which can capture i...

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Bibliographic Details
Main Authors: Raveerat Jaturapitpornchai, Masashi Matsuoka, Naruo Kanemoto, Shigeki Kuzuoka, Riho Ito, Ryosuke Nakamura
Format: Article
Language:English
Published: MDPI AG 2019-06-01
Series:Remote Sensing
Subjects:
satellite imagery
SAR
deep learning
U-net
urban change
Online Access:https://www.mdpi.com/2072-4292/11/12/1444

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https://www.mdpi.com/2072-4292/11/12/1444

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