Appearance-Preserving Refinement of Generated 3D Assets for Monochromatic Fabrication
Recent advances in 3D mesh generation have enabled the creation of visually realistic assets. However, much of their visual fidelity is encoded in textures rather than geometry. When such assets are fabricated using monochromatic materials, texture information is largely lost, causing visually important details to disappear even when the original geometry is faithfully preserved. A key challenge is that the geometric perturbations required to recover texture-dependent appearance cues often introduce sharp local features and high-frequency surface structures, which may increase stress concentration and fabrication risk. In this paper, we present GenMF, an appearance-oriented geometry refin...
| Authors | Chentao Shen, Chen Jia, Mingjie Huang et al. |
|---|---|
| Primary category | cs.GR |
| Published | 25 June 2026 |
| Last updated at source | 27 June 2026 |
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