Technical Solution Discussion for Key Challenges of Operational Convolutional Neural Network-Based Building-Damage Assessment from Satellite Imagery: Perspective from Benchmark xBD Dataset

Earth Observation satellite imaging helps building diagnosis during a disaster. Several models are put forward on the xBD dataset, which can be divided into two levels: the building level and the pixel level. Models from two levels evolve into several versions that will be reviewed in this paper. Th...

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Bibliographic Details

Published in:	Remote Sensing
Main Authors:	Jinhua Su, Yanbing Bai, Xingrui Wang, Dong Lu, Bo Zhao, Hanfang Yang, Erick Mas, Shunichi Koshimura
Format:	Article
Language:	English
Published:	MDPI AG 2020-11-01
Subjects:	convolutional neural network building-damage assessment benchmark xBD dataset disaster response online platform
Online Access:	https://www.mdpi.com/2072-4292/12/22/3808