Multiple Manifold Clustering Using Curvature Constrained Path.

The problem of multiple surface clustering is a challenging task, particularly when the surfaces intersect. Available methods such as Isomap fail to capture the true shape of the surface near by the intersection and result in incorrect clustering. The Isomap algorithm uses shortest path between poin...

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Bibliographic Details
Main Authors: Amir Babaeian, Alireza Bayestehtashk, Mojtaba Bandarabadi
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2015-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC4573980?pdf=render