The successive projection algorithm as an initialization method for brain tumor segmentation using non-negative matrix factorization

Non-negative matrix factorization (NMF) has become a widely used tool for additive parts-based analysis in a wide range of applications. As NMF is a non-convex problem, the quality of the solution will depend on the initialization of the factor matrices. In this study, the successive projection algo...

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Veröffentlicht in:PloS one Jg. 12; H. 8; S. e0180268
Hauptverfasser: Sauwen, Nicolas, Acou, Marjan, Bharath, Halandur N., Sima, Diana M., Veraart, Jelle, Maes, Frederik, Himmelreich, Uwe, Achten, Eric, Van Huffel, Sabine
Format: Journal Article
Sprache:Englisch
Veröffentlicht: United States Public Library of Science 28.08.2017
Public Library of Science (PLoS)
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ISSN:1932-6203, 1932-6203
Online-Zugang:Volltext
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