Texture++: Elevating 3D Asset Texture Resolution with a Region-Aware Diffusion Model
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TL;DR - Texture++ improves low-resolution textures on 3D assets using a region-aware diffusion model operating across rendered views. It could help restore aging assets for applications such as film and video games.
- Reformulates texture super-resolution from fragmented UV space into multi-view rendering and output merging.
- Uses adaptive view selection to improve texture completeness and continuity.
- Organizes regions with a quadtree and masks areas requiring enhancement.
- Applies diffusion-based super-resolution selectively while preserving coherence with surrounding regions.
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Texture++: Elevating 3D Asset Texture Resolution with a Region-Aware Diffusion Model
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TL;DR - Texture++ improves low-resolution textures on 3D assets using a region-aware diffusion model operating across rendered views. It could help restore aging assets for applications such as film and video games.
- Reformulates texture super-resolution from fragmented UV space into multi-view rendering and output merging.
- Uses adaptive view selection to improve texture completeness and continuity.
- Organizes regions with a quadtree and masks areas requiring enhancement.
- Applies diffusion-based super-resolution selectively while preserving coherence with surrounding regions.