• Aucun résultat trouvé

Region-based active contour with adaptiveB-spline. Application in radiographic weldinspection

N/A
N/A
Protected

Academic year: 2021

Partager "Region-based active contour with adaptiveB-spline. Application in radiographic weldinspection"

Copied!
1
0
0

Texte intégral

(1)

Image Processing and Communications

Volume 15, Issue 1, 2010, Pages 35-45

Region-based active contour with adaptive B-spline. Application in radiographic weld

inspection

N. Nacereddine, L. Hamami, D. Ziou, A. B. Goumeidane

Abstract: This paper describes a probabilistic region-based deformable model using a new adaptive scheme for B-spline representation. The idea is to adapt the number of spline control points which are necessary to describe an object with complex shape. For this purpose, the curve segment length (CSL) is used as criterion. The proposed split and merge strategy on the spline model consists in : adding a new control point when CSL is greater than a certain splitting threshold so that the contour tracks all the concavities and, removing a control point when CSL is less to a certain merging threshold so that the contour aspect maintains its smoothness. Noise on synthetic and real weld radiographic images is assumed following Gaussian or Rayleigh distribution. The experiments carried out confirm the adequacy of this approach, especially in tracking pronounced concavities contained in images.

Keywords : radiography, weld defect, region-based active contour, B-spline, adaptive control point number

Centre de Recherche en Technologies Industrielles - CRTI - www.crti.dz

Powered by TCPDF (www.tcpdf.org)

Références

Documents relatifs

Result of segmentation using Active Contours based on Splines using good initialization: (left) original image, (middle) evolution of spline.. curves, (right) the

The radical scavenging capacity (RSC) of all lignin samples was tested towards DPPH • and ABTS •+ in absolute ethanol and water with- out cellulose by measuring the EC50 sol

The proposed split and merge strategy on the spline model consists in: adding a new control point when CSL is greater than a certain splitting threshold so that the contour tracks

With the advances in computer science and artificial intelligence techniques, the opportunity to develop computer aided technique for radiographic inspection

In this approach we exploit the performance of the GVF as external force and enhance it by joining to it external adaptive pressure forces which bring speed to the snake evolution

In this approach we exploit the performance of the GVF as external force and enhance it by joining to it external adaptive pressure forces which bring speed

In this approach we exploit the performance of the GVF as external force and enhance it by joining to it an external adaptive pressure forces which speeds up to the snake

In this approach we exploit the performance of the GVF as external force and enhance it by joining to it an external adaptive pressure forces which speeds up to the snake