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TriFlow: Generating Artist-Like 3D Mesh Topology via Nearest-Vertex Vector Fields

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Haoxuan Li, Ziya Erkoç, Daniele Sirigatti, Vladislav Rosov, Lei Li, Angela Dai, Matthias Nießner

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Description

TriFlow: Generating Artist-Like 3D Mesh Topology via Nearest-Vertex Vector Fields is Haoxuan Li, Ziya Erkoç, Daniele Sirigatti, Vladislav Rosov, Lei Li, Angela Dai, and Matthias Nießner's ECCV 2026 generative mesh method for artist-like topology from SDF-conditioned surfaces.

TriFlow synthesizes nearest-vertex vector fields, extracts compact meshes with topology-aware QEM simplification, and exposes interactive LOD on the project site.

Readers should know mesh processing, implicit surfaces, and generative geometry at an advanced level.

derkleineli.github.io hosts overview, results, and BibTeX for free.

Link last verified accessible on 2026-09-27.