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CVPR2024Top-tier venue

LightIt: Illumination Modeling and Control for Diffusion Models

Peter Kocsis, Julien Philip, Kalyan Sunkavalli, Matthias Nießner, Yannick Hold-Geoffroy

2024Year
31Top-tier citations

Abstract

2 Adobe Research peter-kocsis.github.io/LightIt/ Figure 1. Teaser. We present LightIt, a method for explicit lighting control of text-guided image generation. Given a normal map of the desired geometry and light direction with a solid angle, we introduce a method to predict direct shading, which is then used to generate high-quality images with coherent lighting.

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