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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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Detalles Bibliográficos
Autores principales: Babaeian, Amir, Bayestehtashk, Alireza, Bandarabadi, Mojtaba
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4573980/
https://www.ncbi.nlm.nih.gov/pubmed/26375819
http://dx.doi.org/10.1371/journal.pone.0137986