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Available from: https:\/\/github.com\/cutdigital\/mcut."},{"key":"ref38","doi-asserted-by":"crossref","first-page":"15","DOI":"10.1016\/j.matcom.2004.05.005","article-title":"Applications of singular-value decomposition (SVD)","volume":"67","author":"Akritas","year":"2004","journal-title":"Math Comput Simul"},{"key":"ref39","doi-asserted-by":"crossref","first-page":"162","DOI":"10.1016\/j.patrec.2014.07.003","article-title":"A new extracting algorithm of k nearest neighbors searching for point clouds","volume":"49","author":"Li","year":"2014","journal-title":"Pattern Recognit Lett"},{"key":"ref40","doi-asserted-by":"crossref","first-page":"2262","DOI":"10.1109\/TPAMI.2010.46","article-title":"Point set registration: coherent point drift","volume":"32","author":"Myronenko","year":"2010","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"ref41","doi-asserted-by":"crossref","unstructured":"Nieto JR, Sus\u00edn A. Cage based deformations: a survey, deformation models: tracking, animation and applications. 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