Paper Info
Title
Lighting Layout Optimization for 3D Indoor Scenes
Abstract
As the number of models for 3D indoor scenes are increasing rapidly, methods for generating the lighting layout have also become increasingly important. This paper presents a novel method that creates optimal placements and intensities of a set of lights in indoor scenes. Our method is characterized by designing the objective functions for the optimization based on the lighting guidelines used in the interior design field. Specifically, to apply major elements of the lighting guideline, we identify three criteria, namely the structure, function, and aesthetics, that are suitable for the virtual space and quantify them through a set of objective terms: pairwise relation, hierarchy, circulation, illuminance, and collision. Given an indoor scene with properly arranged furniture as input, our method combines the procedural and optimization-based approaches to generate lighting layouts appropriate to the geometric and functional characteristics of the input scene. The effectiveness of our method is demonstrated with an ablation study of cost terms for the optimization and a user study for perceptual evaluation.
Year
DOI
Venue
2019
10.1111/cgf.13875
COMPUTER GRAPHICS FORUM
Field
DocType
Volume
Computer vision,Computing Methodologies,Engineering drawing,Computer science,Artificial intelligence
Journal
38.0
Issue
ISSN
Citations 
7.0
0167-7055
0
PageRank 
References 
Authors
0.34
0
2
Name
Order
Citations
PageRank
Sam Jin100.34
Sung-Hee Lee233424.19