Spatially Varying Weighting Function-BasedGlobal and Local Statistical Active Contours.Application to X-Ray Images
Type : Publication
Auteur(s) : ,
Année : 2016
Domaine : Electronique
Revue : Lecture Notes on Computer Science (LNCS)
Résumé en PDF :
Fulltext en PDF :
Mots clés : image segmentation, Active contour, Averaged Shifted, histogram, pressure forces, statistics, Spatially varying function
Auteur(s) : ,
Année : 2016
Domaine : Electronique
Revue : Lecture Notes on Computer Science (LNCS)
Résumé en PDF :
Fulltext en PDF :
Mots clés : image segmentation, Active contour, Averaged Shifted, histogram, pressure forces, statistics, Spatially varying function
Résumé :
Image segmentation is a crucial task in the image processingfield. This paper presents a new region-based active contour whichhandles global information as well as local one, both based on the pixelsintensities. The trade-off between these information is achieved by aspatially varying function computed for each contour node location. Theapplication preliminary results of this method on computed tomographyand X-ray images show outstanding and efficient object extraction