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A skeletonization algorithm for gradient-based optimization

Published in arXiv (Cornell University) • Sep 5, 2023
Authors:
Martin J. Menten
,
Johannes C. Paetzold
,
Veronika A. Zimmer

Abstract

The skeleton of a digital image is a compact representation of its topology, geometry, and scale. It has utility in many computer vision applications, such as image description, segmentation, and registration. However, skeletonization has only seen limited use in contemporary deep learning solutions...

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