IMAGE SEGMENTATION: A WATERSHED TRANSFORMATION ALGORITHM

Authors

  • Lamia Jaafar Belaid
  • Walid Mourou

DOI:

https://doi.org/10.5566/ias.v28.p93-102

Keywords:

image segmentation, mathematical morphology, topological asymptotic expansion, topological gradient, watershed transformation

Abstract

The goal of this work is to present a new method for image segmentation using mathematicalmorphology. The approach used is based on the watershed transformation. In order to avoid an oversegmentation, we propose to adapt the topological gradient method. The watershed transformation combined with a fast algorithm based on the topological gradient approach gives good results. The numerical tests obtained illustrate the efficiency of our approach for image segmentation.

Downloads

Published

2011-05-03

Issue

Vol. 28 No. 2 (2009)

Section

Original Research Paper

How to Cite

Belaid, L. J., & Mourou, W. (2011). IMAGE SEGMENTATION: A WATERSHED TRANSFORMATION ALGORITHM. Image Analysis and Stereology, 28(2), 93-102. https://doi.org/10.5566/ias.v28.p93-102