MrNeRF (@janusch_patas)

2025-12-12 | โค๏ธ 116 | ๐Ÿ” 18


[ Siggraph Asia โ€˜25] DeMapGS: Simultaneous Mesh Deformation and Surface Attribute Mapping via Gaussian Splatting

Contributions:

  1. We propose an optimization framework that incorporates a gradient diffusion strategy, enabling large-step vertex updates while maintaining mesh regularity.

  2. We introduce a postprocessing pipeline that extracts high-fidelity surface attributesโ€”diffuse, normal, and displacement mapsโ€”directly from the optimized Gaussian splats.

  3. We demonstrate that our structured Gaussian representation achieves high-quality geometry reconstruction and supports downstream applications such as editing, cross-object manipulation, and rendering.

๋ฏธ๋””์–ด

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Tags

3D Robotics AI-ML