Title :
Active contours propagation in a medical images sequence with a local estimation
Author :
Djemal, Khalifa ; Puech, William ; Rossetto, Bruno
Author_Institution :
LOA, Univ. de Toulon et du Var, La Garde, France
Abstract :
We present an automatic technique for contour detection of the abdominal aorta on a medical images sequence. We apply the method of region based active contours using local parameter estimation related to the object region. This method allows the automation of the detection process. The initialization of our algorithm is only done on the first image of the sequence. Our method, consists in defining for each cut of the sequence a local region to find the searched contour. The contour obtained for an image, after a dilatation, is then used for the initialization of the following image. All unneeded objects in the image will not be detected.
Keywords :
blood vessels; image sequences; medical image processing; parameter estimation; abdominal aorta; active contours propagation; contour detection; detection process automation; local estimation; local parameter estimation; medical image sequence; region based active contours; Abstracts; Active contours; Biomedical imaging; Estimation; Gold; Image sequences; Robustness;
Conference_Titel :
Signal Processing Conference, 2002 11th European
Conference_Location :
Toulouse