Segmentation of MRI brain images using statistical approaches

The segmentation of brain MRI images is a challenging and complex task, due to noise and inhomogeneity. The Gaussian Mixture Model (GMM) is a clustering algorithm that is commonly used for brain MRI segmentation. Usually, the Markov Random Field (MRF) model is used to capture neighbourhood informat...

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Bibliographic Details
Main Author: Balafar, Mohammad Ali
Format: Thesis
Language:English
Published: 2011
Subjects:
Online Access:http://psasir.upm.edu.my/id/eprint/42124/1/FK%202011%2027R.pdf