CVPR2025

MeshArt: Generating Articulated Meshes with Structure-Guided Transformers

Daoyi Gao, Yawar Siddiqui, Lei Li, Angela Dai

Abstract

Figure 1. MeshArt creates articulated 3D objects hierarchically, part-by-part with transformers by first generating high-level object structures endowed with articulations (left) and then predicting triangle mesh faces for each part (right) with structure and local connectivity guidance. Our mesh generations have clean and compact triangulations and can be animated at different articulation states.