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Curve Skeletonization in Continuous Domain for Meshes and Point Clouds

TL;DR AI

Key summary

2 min read
  1. Researchers introduced CSCD, a continuous-domain curve skeletonization framework for 3D meshes and point clouds.

  2. CSCD generalizes skeletonization through local separators, with CSCD-M for meshes and CSCD-PC for point clouds.

  3. The mesh version uses intrinsic triangulation, while the point-cloud version uses tufted Laplacians to reduce discretization error.

  4. The paper reports stronger robustness and competitive or better results on benchmarks and downstream shape analysis tasks.

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