Reconstruction of Photorealistic 3D Urban Scenes Using Radiance Fields as Digital Twins for Autonomous Driving

We explore the use of radiance fields (RFs) to reconstruct photorealistic 3D urban scenes, creating digital twins (DTs) for autonomous driving (AD) by leveraging Nerfacto and Splatfacto models integrated with the CARLA simulator. Our research demonstrates that publicly available RFs can be utilized...

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Bibliographic Details
Main Authors: Dopiriak Matúš, Gerec Jakub, Gazda Juraj
Format: Article
Language:English
Published: Sciendo 2024-12-01
Series:Acta Electrotechnica et Informatica
Subjects:
Online Access:https://doi.org/10.2478/aei-2024-0015
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