Hybrid image segmentation using Fuzzy C-Means and gravitational search algorithm

• Main Authors: Mozafari Majd, Emadaldin, As'ari, M. A., Ullah Sheikh, Usman, Syed Abu Bakar, Syed Abdul Rahman
• Format: Conference or Workshop Item
• Published: 2012
• Online Access: http://eprints.utm.my/id/eprint/34104/

In this paper, we propose a new hybrid approach for image segmentation. The proposed approach exploits spatial fuzzy c-means for clustering image pixels into homogeneous regions. In order to improve the performance of fuzzy c-means to cope with segmentation problems, we employ gravitational search a...