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New Skeletonization Scale-Spaces Offer Shape Simplification and Compression

Researchers have introduced a novel framework for skeletonization scale-spaces, which allows for hierarchical simplification of shapes by sparsifying the medial axis. This approach offers controllable simplification and equivariance to geometric transformations, unlike traditional pruning methods. The framework also includes a densification scale-space, enabling progression from coarse to fine scales and the creation of overcomplete shape representations. Experiments have shown its effectiveness in robust skeletonization, shape compression, and stiffness enhancement for additive manufacturing. AI

RANK_REASON This is a research paper detailing a new framework for skeletonization scale-spaces. [lever_c_demoted from research: ic=1 ai=0.4]

Read on arXiv cs.CV →

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COVERAGE [1]

  1. arXiv cs.CV TIER_1 English(EN) · Julia Gierke, Pascal Peter ·

    Skeleton Sparsification and Densification Scale-Spaces

    arXiv:2509.21398v2 Announce Type: replace Abstract: The Hamilton-Jacobi skeleton, also known as the medial axis, is a powerful shape descriptor that represents binary objects in terms of the centres of maximal inscribed discs. Despite its broad applicability, the medial axis suff…