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Towards High-Fidelity PBR Texture Generation
with Illumination Context

TL;DR: A product-ready level PBR texture generation method
Anonymous Authors

Product Demo

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Results

Textured 3D Models

(Gallery of textured meshes generated by LumiTex • ~20MB each)

Mesh: Objaverse/Hunyuan2.5
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Comparison with Texture Generation Methods

Texture Comparison

Comparison with PBR Generation Methods

PBR Comparison

Texture Inpainting

Texture Inpainting

Relighting

Relighting

Generation Diversity

Diversity

PBR-to-NPR Stylization

* PBR-to-NPR stylization refers to converting physically-based rendered (PBR) materials, which aim for photorealism, into non-photorealistic (NPR) styles, such as toon shading, or hand-painted appearances. This process reinterprets realistic lighting and material cues into artistic, stylized visuals for applications like animation or games.

Qualitative Comparisons

Qualitative Comparisons
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