Segmentation of ultrasound images––multiresolution 2D and 3D algorithm based on global and local statistics

In this paper, we propose a robust adaptive region segmentation algorithm for noisy images, within a Bayesian framework. A multiresolution implementation of the algorithm is performed using a wavelets basis and can be used to process both 2D and 3D data. In this work we focus on the adaptive charact...

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Bibliographic Details

Published in:	Pattern recognition letters Vol. 24; no. 4; pp. 779 - 790
Main Authors:	Boukerroui, Djamal, Baskurt, Atilla, Noble, J.Alison, Basset, Olivier
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.02.2003 Elsevier
Subjects:	Adaptive algorithm Bayesian segmentation Computer Science Medical Imaging Multiresolution Ultrasound Bayesian segmentation Adaptive algorithm Multiresolution Ultrasound imagerie_volumique Imagerie Ultrasonore Images et Modèles categₛt2i imagerie_ultrasonore
ISSN:	0167-8655, 1872-7344
Online Access:	Get full text
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