Faithful Contouring

Faithful Contouring

Near-lossless 3D voxel representation

Description

Most 3D generative models encode geometry with SDF plus Marching Cubes, losing thin parts, sharp edges and interiors. Faithful Contouring proposes a near-lossless 3D voxel representation free from iso-surfaces that keeps geometric detail intact.

It ships a Torch/CUDA implementation from Imperial College, Tsinghua, Meshy and others, a CVPR 2026 oral.

Features



Near-lossless:Details kept.

No iso-surface:No Marching Cubes.

CUDA:Fast conversion.