English

Evaluating Panoramic 3D Estimation in Indoor Lighting Analysis

Computer Vision and Pattern Recognition 2024-05-21 v2

Abstract

This paper presents the use of panoramic 3D estimation in lighting simulation. Conventional lighting simulation necessitates detailed modeling as input, resulting in significant labor effort and time cost. The 3D layout estimation method directly takes a single panorama as input and generates a lighting simulation model with room geometry and window aperture. We evaluate the simulation results by comparing the luminance errors between on-site High Dynamic Range (HDR) photographs, 3D estimation model, and detailed model in panoramic representation and fisheye perspective. Given the selected scene, the results demonstrate the estimated room layout is reliable for lighting simulation.

Keywords

Cite

@article{arxiv.2403.14836,
  title  = {Evaluating Panoramic 3D Estimation in Indoor Lighting Analysis},
  author = {Zining Cheng and Guanzhou Ji},
  journal= {arXiv preprint arXiv:2403.14836},
  year   = {2024}
}

Comments

Annual Modeling and Simulation Conference (ANNSIM), May 20-23, 2024, Washington D.C., USA

R2 v1 2026-06-28T15:29:18.185Z