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Segmentation of welding defects using level set methods

Auteurs : HALIMI Mohammed, RAMOU Naim
Année : 2012
Domaine : Génie électrique
Type : Publication
Revue : Journal of Electrical Engineering & Technology
Résumé en PDF : (résumé en pdf)
Fulltext en PDF : (.pdf)
Mots clés : image segmentation, Level set, weld defects, Radiographic image

Résumé :

Non-destructive testing (NDT) is a technique used in science and industry to evaluate the properties of a material without causing damage. In this paper we propose a method for segmenting radiographic images of welding in order to extract the welding defects which may occur during the welding process. We study different methods of level set and choose the model adapted to our application. The methods presented here take the property of local segmentation geodesic active contours and have the ability to change the topology automatically. The computation time is considerably reduced after taking into account a new level set function which eliminates the re-initialisation procedure. Satisfactory results are obtained after applying this algorithm both on synthetic and real images.