Brain MR Image Segmentation Using Markov Random Field Model and Tabu Search Strategy

Patra, D (2005) Brain MR Image Segmentation Using Markov Random Field Model and Tabu Search Strategy. PhD thesis.

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Abstract

The Problem of image segmentaion has been investigated with a focus on brian Magnetic Resonance (MR) image segmentation. Brain tissue is a complex structure and hence proper diagnosis of many brain disorders greatly depends upon accurate segmentation of the three brain tissues namely, white matter (WM) , grey Matter (GM) , and cerebrospinal Fluid (CSF) in brain MR Image. The prime objective of this thesis work is to devise novel strategies and methodologies for an automated brain MR image segmentation scheme......

Item Type:Thesis (PhD)
Uncontrolled Keywords:Image Segmentation, Magnetic Resonance Image, Hidden Markov Random Field Model, Hybrid Tabu Search
Subjects:Engineering and Technology > Electrical Engineering > Image Processing
Engineering and Technology > Electrical Engineering > Image Segmentation
Divisions: Engineering and Technology > Department of Electrical Engineering
ID Code:10
Deposited By:Madhan Muthu
Deposited On:19 Apr 2009 17:50
Last Modified:19 Apr 2009 17:50
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Supervisor(s):Nanda, P K

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