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cs.CV2025

Relational Anatomical Supervision for Accurate 3D Multi-Chamber Cardiac Mesh Reconstruction

Chenyu Zhang, Yihao Luo, Lei Zhu +3

Accurate reconstruction of multi-chamber cardiac anatomy from medical images is a cornerstone for patient-specific modeling, physiological simulation, and interventional planning.…

cs.CV2025

Faithful Contouring: Near-Lossless 3D Voxel Representation Free from Iso-surface

Yihao Luo, Xianglong He, Chuanyu Pan +7

Accurate and efficient voxelized representations of 3D meshes are the foundation of 3D reconstruction and generation. However, existing representations based on iso-surface heavily…

cs.CV2025

Sparc3D: Sparse Representation and Construction for High-Resolution 3D Shapes Modeling

Zhihao Li, Yufei Wang, Heliang Zheng +2

High-fidelity 3D object synthesis remains significantly more challenging than 2D image generation due to the unstructured nature of mesh data and the cubic complexity of dense volu…

cs.CV2024

MeshAnything V2: Artist-Created Mesh Generation With Adjacent Mesh Tokenization

Yiwen Chen, Yikai Wang, Yihao Luo +5

Meshes are the de facto 3D representation in the industry but are labor-intensive to produce. Recently, a line of research has focused on autoregressively generating meshes. This a…

cs.CV2024

Differentiable Voxelization and Mesh Morphing

Yihao Luo, Yikai Wang, Zhengrui Xiang +3

In this paper, we propose the differentiable voxelization of 3D meshes via the winding number and solid angles. The proposed approach achieves fast, flexible, and accurate voxeliza…