Cultural Heritage on HPC - Creating High Resolution 3D Models Using Photogrammetry

Kolarek, Branimir; Gamulin, Ljub; Davidović, Davor (2024) Cultural Heritage on HPC - Creating High Resolution 3D Models Using Photogrammetry. In: 2024 47th MIPRO ICT and Electronics Convention (MIPRO). pp. 1121-1127 .

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Abstract

This study investigates the usability and applicability of High-Performance Computing (HPC) in photogrammetry for the creation of high-resolution 3D models for the preservation of cultural heritage. The study addresses the challenges posed by the large datasets generated for high-resolution photogrammetry and argues in favour of the potential of HPC to speed up processing time. By comparing different computer systems, from standard laptops to HPC, this study evaluates their potential on the basis of processing power and management. Case studies illustrate the practical applications at different heritage sites and underpin the study’s approach to technology selection. The paper concludes with insights into the benefits and future directions of integrating photogrammetry and HPC in cultural heritage conservation.

Item Type:	Conference or workshop item published in conference proceedings (UNSPECIFIED)
Uncontrolled Keywords:	Photogrammetry; 3D models; HPC; Cultural heritage; Agisoft Metashape; AliceVision Meshroom
Subjects:	TECHNICAL SCIENCES > Computing
Divisions:	Center for Informatics and Computing
Projects:	Project title Project leader Project code Project type Skalabilni algoritmi visokih performansi za buduće heterogene distribuirane računalne sustave-HybridScale Davor Davidović UIP-2020-02-4559 HRZZ National Competence Centres in the framework of EuroHPC-EUROCC UNSPECIFIED 101101903 MZOS, DEP
Depositing User:	Davor Davidović
Date Deposited:	04 Jul 2024 10:28
URI:	http://fulir.irb.hr/id/eprint/8921
DOI:	10.1109/MIPRO60963.2024.10569784

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