Title :
Morphological snakes
Author :
Álvarez, Luis ; Baumela, Luis ; Henríquez, Pedro ; Márquez-Neila, Pablo
Author_Institution :
Dept. Inf. y Sist., Univ. de las Palmas de Gran, Canaria, Spain
Abstract :
We introduce a morphological approach to curve evolution. The differential operators used in the standard PDE snake models can be approached using morphological operations on a binary level set. By combining the morphological operators associated to the PDE components we achieve a new snakes evolution algorithm. This new solution is based on numerical methods which are very simple, fast and stable. Moreover, since the level set is just a binary piecewise constant function, this approach does not require to estimate a contour distance function. To illustrate the results obtained we present some numerical experiments on real images.
Keywords :
image processing; partial differential equations; binary level set; binary piecewise constant function; contour distance function estimation; curve evolution; morphological snake approach; partial differential equation; snake evolution algorithm; standard PDE snake models; Active contours; Image segmentation; Iterative algorithms; Level set; Morphological operations; Narrowband; Partial differential equations; Robustness; Shape; Topology;
Conference_Titel :
Computer Vision and Pattern Recognition (CVPR), 2010 IEEE Conference on
Conference_Location :
San Francisco, CA
Print_ISBN :
978-1-4244-6984-0
DOI :
10.1109/CVPR.2010.5539900