Enhancing 3D Reconstruction Model by Deep Learning and Its Application in Building Damage Assessment after Earthquake

A timely and accurate damage assessment of buildings after an earthquake is critical for the safety of people and property. Most of the existing methods based on classification and segmentation use two-dimensional information to determine the damage level of the buildings, which cannot provide the m...

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Bibliographic Details

Published in:	Applied Sciences
Main Authors:	Zhonghua Hong, Yahui Yang, Jun Liu, Shenlu Jiang, Haiyan Pan, Ruyan Zhou, Yun Zhang, Yanling Han, Jing Wang, Shuhu Yang, Changyue Zhong
Format:	Article
Language:	English
Published:	MDPI AG 2022-09-01
Subjects:	multi-view UAV images deep learning CasMVSNet building damage classification
Online Access:	https://www.mdpi.com/2076-3417/12/19/9790