Title :
Creaseg: A free software for the evaluation of image segmentation algorithms based on level-set
Author :
Dietenbeck, T. ; Alessandrini, M. ; Friboulet, D. ; Bernard, O.
Author_Institution :
CREATIS, Univ. de Lyon, Villeurbanne, France
Abstract :
This paper describes a free open source software in Matlab (named Creaseg, http://www.creatis.insa-lyon. fr/~bernard/creaseg) for the evaluation of the performance of different level-set based algorithms in the context of 2D image segmentation. The platform gives access to the implementation of six level-set methods that have been chosen in order to cover a wide range of data attachment terms (contour, region and localized approaches). The software also gives the possibility to compare the performance of the proposed algorithms on any kind of images. The performance can be evaluated either visually, or from similarity measurements between a reference and the results of the segmentation.
Keywords :
image segmentation; public domain software; 2D image segmentation; Creaseg; Matlab; data attachment terms; free software; level set; open source software; similarity measurements; Algorithm design and analysis; Heart; Image segmentation; Magnetic resonance imaging; Motion segmentation; Software; Software algorithms; free software; level-set methods; segmentation evaluation;
Conference_Titel :
Image Processing (ICIP), 2010 17th IEEE International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-7992-4
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2010.5652991