cs.AI, cs.CV

A Persistent Homology Design Space for 3D Point Cloud Deep Learning

arXiv:2604.04299v1 Announce Type: new
Abstract: Persistent Homology (PH) offers stable, multi-scale descriptors of intrinsic shape structure by capturing connected components, loops, and voids that persist across scales, providing invariants that comp…