Multispectral aerial imagery-based 3D digitisation, segmentation and annotation of large scale urban areas of significant cultural value

Anestis Koutsoudis,George Ioannakis,Petros Pistofidis,Fotis Arnaoutoglou,Nikolaos Kazakis,George Pavlidis,Chistodoulos Chamzas,Nestor Tsirliganis

Journal of Cultural Heritage（2021）

引用 8|浏览6

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摘要

•Urban areas 3D digitisation using multispectral aerial imagery•Experimental low-cost multispectral camera for drone development•Supervised machine learning methods for 3D mesh segmentation using multispectral data•Performance evaluation of the proposed methods on a large scale case study•Web-based visualisation and annotation tool for segmentation fine-tuning

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关键词

multispectral,machine learning,3D digitisation,3D segmentation,annotation,structure from motion,urban,architecture,disaster management

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