Local contextual information and Gaussian function induced fuzzy clustering algorithm for brain MR image segmentation and intensity inhomogeneity estimation

•A Fuzzy clustering algorithm using local contextual information and Gaussian function is devised for bias field and brain MR image segmentation.•The algorithm works directly on the MR signal model without transforming it into a log-transformed domain.•We have used Gaussian surface to compensate the...

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Veröffentlicht in:	Applied soft computing Jg. 68; S. 586 - 596
Hauptverfasser:	Mahata, Nabanita, Kahali, Sayan, Adhikari, Sudip Kumar, Sing, Jamuna Kanta
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier B.V 01.07.2018
Schlagworte:	Bias field Brain MR image segmentation Fuzzy clustering algorithm Intensity inhomogeneity Intensity inhomogeneity Bias field Brain MR image segmentation Fuzzy clustering algorithm
ISSN:	1568-4946, 1872-9681
Online-Zugang:	Volltext
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