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An efficient image segmentation method based on expectation maximization and Salp swarm algorithm

Multilevel image thresholding using Expectation Maximization (EM) is an efficient method for image segmentation. However, it has two weaknesses: 1) EM is a greedy algorithm and cannot jump out of local optima. 2) it cannot guarantee the number of required classes while estimating the histogram by Ga...

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Detalles Bibliográficos
Autor principal: Ehsaeyan, Ehsan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10061417/
https://www.ncbi.nlm.nih.gov/pubmed/37362643
http://dx.doi.org/10.1007/s11042-023-15149-8

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