Research map / 3D vision / Face and shape
CorticalFlow: A Diffeomorphic Mesh Transformer Network for Cortical Surface Reconstruction
Read the paperCheck your idea against 108,967 papers
AI-extracted summary. Written by AI from the paper's title only (no summary yet). Numbers and claims can be wrong or missing context, so check the paper before you cite or build on it.
Measured effects reported in the paper
| What was changed | Where | Measured | Effect |
|---|---|---|---|
| CorticalFlow instead of DeepCSR (deformation vs implicit surface) | Cortical surface reconstruction · ADNI left outer surface | Chamfer distance (mm): 0.925 -> 0.681 | Helped |
| CorticalFlow instead of NMF | Cortical surface reconstruction · ADNI left outer surface | Chamfer distance (mm): 1.557 -> 0.681 | Helped |
| CorticalFlow instead of DeepCSR | Cortical surface reconstruction · ADNI left outer surface | % self-intersecting faces: 0.000 -> 0.686 | Hurt |
| CorticalFlow instead of DeepCSR | Cortical surface reconstruction · ADNI inference | runtime (sec): 577.492 -> 1.148 | Helped |
Closest papers by meaning
- Coupled Reconstruction of Cortical Surfaces by Diffeomorphic Mesh Deformation (NeurIPS 2023 · similarity 0.92)
- Vox2Cortex: Fast Explicit Reconstruction of Cortical Surfaces From 3D MRI Scans With Geometric Deep Neural Networks (CVPR 2022 · similarity 0.89)
- Diffeomorphic Mesh Deformation via Efficient Optimal Transport for Cortical Surface Reconstruction (ICLR 2024 · similarity 0.89)
- Implicit-ARAP: Efficient Handle-Guided Neural Field Deformation via Local Patch Meshing (NeurIPS 2025 · similarity 0.85)
- High Resolution UDF Meshing via Iterative Networks (NeurIPS 2025 · similarity 0.85)
- CoFie: Learning Compact Neural Surface Representations with Coordinate Fields (NeurIPS 2024 · similarity 0.85)
Writing a paper in this area? scime draft is a free LaTeX editor with AI included, real-time co-authors and a check of your references and venue rules before you submit. It also imports OpenAI Prism projects.