LightIt: Illumination Modeling and Control for Diffusion Models
Peter Kocsis, Julien Philip, Kalyan Sunkavalli, Matthias Nießner, Yannick Hold-Geoffroy
2024年份
31顶会引用
摘要
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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引用它的顶会 Paper31
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- Latent Intrinsics Emerge from Training to RelightXiao Zhang, William Gao, Seemandhar Jain, Michael Maire 等NeurIPS 2024 · 被引用 21 次
- IntrinsiX: High-Quality PBR Generation using Image PriorsPeter Kocsis, Lukas Höllein, Matthias NießnerNeurIPS 2025 · 被引用 20 次
- TC-Light: Temporally Coherent Generative Rendering for Realistic World TransferYang Liu, Chuanchen Luo, Zimo Tang, Yingyan Li 等NeurIPS 2025 · 被引用 12 次
它引用的顶会 Paper20
- Denoising Diffusion Probabilistic ModelsJonathan Ho, Ajay Jain, Pieter AbbeelNeurIPS 2020 · 被引用 35,902 次
- High-Resolution Image Synthesis with Latent Diffusion ModelsRobin Rombach, Andreas Blattmann, Dominik Lorenz, Patrick Esser 等CVPR 2022 · 被引用 13,123 次
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