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Evidential Markov Random Fields Model For Cardiac MRI Segmentation

Language EnglishEnglish
Book Paperback
Book Evidential Markov Random Fields Model For Cardiac MRI Segmentation Swaileh Wassim
Libristo code: 02896305
Publishers Scholars' Press, December 2015
The cardiac MRI segmentation problem, precisely the segmentation of the right and left ventricles is... Full description
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The cardiac MRI segmentation problem, precisely the segmentation of the right and left ventricles is known for many years ago. Unlike the left ventricle, the right ventricle is difficult to be segmented cause of its not uniformed shape in addition to the fineness of the endocard (internal heart muscle). The segmentation of the cardiac MRI was achieved by the work of (BEN HAMADOU, 2007) by using an evidential model called credal filter (ZHANG, 2006), in our work; we have proposed the two evidential Markovian models basing on the credal filter. the proposed models have enhanced the segmentation results obtained by the credal filter by its reducing the smoothing effect of the credal filter. The proposed approaches have been tested and validated on a corpus of eighteen Cardiac MRI examinations for four patients.

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About the book

Full name Evidential Markov Random Fields Model For Cardiac MRI Segmentation
Language English
Binding Book - Paperback
Date of issue 2015
Number of pages 76
EAN 9783639862287
ISBN 3639862287
Libristo code 02896305
Publishers Scholars' Press
Weight 122
Dimensions 152 x 229 x 5
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