A Multiresolution Approach Based on MRF and Bak-Sneppen Models for Image Segmentation

The two major Markov Random Fields (MRF) based algorithms for image segmentation are the Simulated Annealing (SA) and Iterated Conditional Modes (ICM). In practice, compared to the SA, the ICM provides reasonable segmentation and shows robust behavior in most of the cases. However, the ICM strongly depends on the initialization phase. In this paper, we combine Bak

• Type: Journal
• Year: 2006
• Where: INFORMATICALT
• Authors: Kamal E. Melkemi, Mohamed Batouche, Sebti Foufou
• Keywords: Image Segmentation, INFORMATICALT 2006, Major Markov Random, Markov Random Fields