AUTOMATIC BUILDING EXTRACTION FROM UAV-BASED IMAGES AND DSMs USING DEEP LEARNING

AUTOMATIC BUILDING EXTRACTION FROM UAV-BASED IMAGES AND DSMs USING DEEP LEARNING

Accurate and automatic building footprint extraction from single UAV images has become essential in many photogrammetry and remote sensing applications such as 3D building modeling, smart city, monitoring, disaster management, and urban planning. In this paper, the capability of U-Net architecture w...

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Bibliographic Details
Main Authors:	Z. Farajzadeh, M. Saadatseresht, F. Alidoost
Format:	Article
Language:	English
Published:	Copernicus Publications 2023-01-01
Series:	ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online Access:	https://www.isprs-ann-photogramm-remote-sens-spatial-inf-sci.net/X-4-W1-2022/171/2023/isprs-annals-X-4-W1-2022-171-2023.pdf

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