CREASEG: A FREE SOFTWARE FOR THE EVALUATION OF IMAGE SEGMENTATION ALGORITHMS BASED ON LEVEL-SET

被引：55

作者：

Dietenbeck, T. ^{[1
]}

Alessandrini, M. ^{[2
]}

Friboulet, D. ^{[1
]}

Bernard, O. ^{[1
]}

机构：

[1] Univ Lyon 1, INSA LYON, INSERM U630, CREATIS,CNRS UMR5220, F-69621 Villeurbanne, France

[2] Univ Bologna, ARCES, Bologna, Italy

来源：

2010 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING | 2010年

关键词：

free software; level-set methods; segmentation evaluation; ACTIVE CONTOURS; EVOLUTION;

D O I：

10.1109/ICIP.2010.5652991

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

This paper describes a free open source software in Matlab (named Creaseg, http://www.creatis.insa-lyon.fr/similar to 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.

引用

页码：665 / 668

页数：4

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