International Display Workshops General Incorporated Association

[3DSAp1-8] Robust 3D Object Mesh Generation Based on NeRF with Image Brightness Equalization for Various Lighting Environments

*Hyeongil Nam1, Gaeun Noh1, Minsu Kyeon1, Jong-Il Park1 (1. Hanyang University (Korea))

3D mesh reconstruction, neural radiance field, brightness equalization, lighting environments

https://doi.org/10.36463/idw.2023.1323

We propose a method for 3D mesh generation using NeRF and brightness equalization. Addressing lighting variations, we apply equalization to rendered images and utilize shared MLP features for improved volumetric rendering. Quantitative and qualitative comparisons validate effectiveness.