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The Bayesian formulation for radiographic imagesegmentation of welding defect

Auteurs : N.RAMOU
Année : 2016
Domaine : Electronique
Type : Communication
Conférence: 3rd International Conference on Automation, Control Engineering and Computer Science
Résumé en PDF : (résumé en pdf)
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Mots clés : Level set, radiography image segmentation, Bayesian formulation

Résumé :

In this paper, we propose to use the method ofpiecewise constant level set(biphase and multiphase) with theMumford-Shah model. For image segmentation, the Mumford-Shah model needs to find the regions and the constant valuesinside the regions for the segmentation. For this purpose, weneed to use a variational approach generally used in image segmentationwhich allow the extraction of the regional information(mean and variance) in an adaptive manner. Finally, we validatethe proposed models by numerical results for radiographic imagesegmentation.