Towards Operational Satellite-Based Damage-Mapping Using U-Net Convolutional Network: A Case Study of 2011 Tohoku Earthquake-Tsunami

Towards Operational Satellite-Based Damage-Mapping Using U-Net Convolutional Network: A Case Study of 2011 Tohoku Earthquake-Tsunami

The satellite remote-sensing-based damage-mapping technique has played an indispensable role in rapid disaster response practice, whereas the current disaster response practice remains subject to the low damage assessment accuracy and lag in timeliness, which dramatically reduces the significance an...

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Bibliographic Details
Main Authors: Yanbing Bai, Erick Mas, Shunichi Koshimura
Format: Article
Language:English
Published: MDPI AG 2018-10-01
Series:Remote Sensing
Subjects:
semantic segmentation
U-net convolutional neural network
operational damage-mapping
2011 Tohoku earthquake and tsunami
Microsoft Cognitive Toolkit
Online Access:http://www.mdpi.com/2072-4292/10/10/1626

Internet

http://www.mdpi.com/2072-4292/10/10/1626

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