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RipsNet: a general architecture for fast and robust estimation of the persistent homology of point clouds.
Thibault de Surrel
Felix Hensel
Mathieu Carrière
Théo Lacombe
Yuichi Ike
Hiroaki Kurihara
Marc Glisse
Frédéric Chazal
Published in:
TAG-ML (2022)
Keyphrases
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robust estimation
point cloud
persistent homology
topological features
computational geometry
structure from motion
point sets
surface reconstruction
least squares
motion field
computer graphics
stereo camera
triangular mesh
image processing
ego motion
pairwise
feature space
three dimensional