2 citations · 4 across the 3 of their papers we have counts for
3 papers
Image Segmentation Methods for Non-destructive testing Applications
EL-Hachemi Guerrout, Ramdane Mahiou, Randa Boukabene +1
In this paper, we present new image segmentation methods based on hidden Markov random fields (HMRFs) and cuckoo search (CS) variants. HMRFs model the segmentation problem as a min…
hidden markov random fields and cuckoo search method for medical image segmentation
EL-Hachemi Guerrout, Ramdane Mahiou, Dominique Michelucci +2
Segmentation of medical images is an essential part in the process of diagnostics. Physicians require an automatic, robust and valid results. Hidden Markov Random Fields (HMRF) pro…
Combination of Hidden Markov Random Field and Conjugate Gradient for Brain Image Segmentation
EL-Hachemi Guerrout, Samy Ait-Aoudia, Dominique Michelucci +1
Image segmentation is the process of partitioning the image into significant regions easier to analyze. Nowadays, segmentation has become a necessity in many practical medical imag…