3D Scene Reconstruction with Neural Radiance Fields (NeRF) Considering Dynamic Illumination Conditions

3D Scene Reconstruction with Neural Radiance Fields (NeRF) Considering Dynamic Illumination Conditions

This paper addresses the problem of novel view synthesis using Neural Radiance Fields (NeRF) for scenes with dynamic illumination. NeRF training utilizes photometric consistency loss that is pixel-wise consistency between a set of scene images and intensity values rendered by NeRF. For reflective su...

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Bibliographic Details
Main Authors: Olena Kolodiazhna, Volodymyr Savin, Mykhailo Uss, Nataliia Kussul
Format: Article
Language:English
Published: Anhalt University of Applied Sciences 2023-03-01
Series:Proceedings of the International Conference on Applied Innovations in IT
Subjects:
computer vision
neural radiance fields
dynamic illumination
view synthesis
3d scene reconstruction
Online Access:https://icaiit.org/paper.php?paper=11th_ICAIIT_1/4_6

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