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Elhachemi Guerrout

3 papers hereh-index 6145 citations17 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CV2
  • eess.IV1

identity via Semantic Scholar / OpenAlex

activity
20172021
most citedhidden markov random fields and cuckoo search method for medical image segmentation

2 citations · 4 across the 3 of their papers we have counts for

collaborators
Showing cs.CVShow all

2 papers · 1 filter

cs.CV2021

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…

cs.CV2017★ 2 cited

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…

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