Chapter Utilizing 360-Degree Images for Synthetic Data Generation in Construction Scenarios

Computer vision-based safety monitoring requires machine learning models trained on generalized datasets covering various viewpoints, surface properties, and lighting conditions. However, capturing high-quality and extensive datasets for some construction scenarios is challenging at real job sites d...

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Detalhes bibliográficos

Main Authors:	Sabir, Aqsa, Hussain, Rahat, Zaidi, Syed Farhan Alam, Pedro, Akeem, Soltani, Mehrtash, Lee, Dongmin, Park, Chansik
Formato:	Online
Idioma:	inglês
Publicado em:	Firenze University Press 2024
Assuntos:	360-Degree Images Computer Vision Synthetic Data Generation Game Engine Object Detection Construction Safety Monitoring thema EDItEUR::U Computing and Information Technology::UT Computer networking and communications::UTV Virtualization
Acesso em linha:	ONIX_20240402_9791221502893_31
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