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...

Full beskrivning

Sparad:
Bibliografiska uppgifter
I publikationen:PLoS One
Huvudupphovsmän: Sauwen, Nicolas, Acou, Marjan, Bharath, Halandur N., Sima, Diana M., Veraart, Jelle, Maes, Frederik, Himmelreich, Uwe, Achten, Eric, Van Huffel, Sabine
Materialtyp: Artigo
Språk:Inglês
Publicerad: Public Library of Science 2017
Ämnen:
Research Article
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC5573288/
https://ncbi.nlm.nih.gov/pubmed/28846686
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0180268
Taggar: Lägg till en tagg
Inga taggar, Lägg till första taggen!

Liknande verk