Title :
Active contours without level sets
Author :
Yildizoglu, R. ; Aujol, Jean-Francois ; Papadakis, Nicolas
Author_Institution :
Univ. Bordeaux, Talence, France
fDate :
Sept. 30 2012-Oct. 3 2012
Abstract :
This paper deals with the problem of segmenting an image with active contours. We explain how recent convexification methods allow now to use active contours without level sets with simple and efficient first order schemes. We recall different algorithms proposed in the literature, and we propose a new variant. Numerical experiments in 2D and 3D confirm the interest of the approach.
Keywords :
edge detection; image segmentation; active contour; convexification method; first order scheme; image segmentation; Active contours; Convergence; Image segmentation; Level set; Minimization; Noise measurement; Vectors; Segmentation; active contours; convexification; total variation;
Conference_Titel :
Image Processing (ICIP), 2012 19th IEEE International Conference on
Conference_Location :
Orlando, FL
Print_ISBN :
978-1-4673-2534-9
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2012.6467418