Title :
Interactive ellipse fitting in ultrasound images
Author :
Lamard, Mathieu ; Hamitouche-Djabou, Chafiaâ ; Morice, J. Ean Eric Develay ; Bressolette, L. ; Roux, Christian
Author_Institution :
Dept. Image et Traitement de l´´Inf. Technopole Brest Iroise, GET-ENST de Bretagne, Brest, France
Abstract :
Segmentation tools have to take into account the technical characteristics of the machine on which they are supported and, of course, the users needs. These tools have to be robust, ergonomic and also need to be fast enough. An ellipse fitting method in ultrasound images is presented in this paper. It makes use the Pascal´s theorem and permits the ellipse reconstruction using only 3 points from its contour by the estimation of tangents using the Hough transform. A refining module using genetic algorithm will also be introduced. Preliminary results on different organ segmentation are presented and discussed.
Keywords :
Hough transforms; biomedical ultrasonics; ergonomics; genetic algorithms; image segmentation; medical image processing; Hough transform; Pascal theorem; ellipse reconstruction; ergonomic; genetic algorithm; interactive ellipse fitting; organ segmentation; ultrasound images; Biomedical imaging; Ergonomics; Frequency; Genetic algorithms; Image reconstruction; Image segmentation; Injuries; Robustness; Ultrasonic imaging; Ultrasonic variables measurement;
Conference_Titel :
Engineering in Medicine and Biology Society, 2003. Proceedings of the 25th Annual International Conference of the IEEE
Print_ISBN :
0-7803-7789-3
DOI :
10.1109/IEMBS.2003.1279874