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AUTOMATIC TRAINING DATA GENERATION IN DEEP LEARNING-AIDED SEMANTIC SEGMENTATION OF HERITAGE BUILDINGS

In the geomatics domain the use of deep learning, a subset of machine learning, is becoming more and more widespread. In this context, the 3D semantic segmentation of heritage point clouds presents an interesting and promising approach for modelling automation, in light of the heterogeneous nature o...

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Bibliografski detalji
Glavni autori: A. Murtiyoso, F. Matrone, M. Martini, A. Lingua, P. Grussenmeyer, R. Pierdicca
Format: Artigo
Jezik:Inglês
Izdano: Copernicus Publications 2022-05-01
Serija:ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online pristup:https://www.isprs-ann-photogramm-remote-sens-spatial-inf-sci.net/V-2-2022/317/2022/isprs-annals-V-2-2022-317-2022.pdf
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