An adaptive differential evolution algorithm to optimal multi-level thresholding for MRI brain image segmentation

•The ALDE algorithm works better for MRI image analysis than DE variants.•The ALDE algorithm is less sensitive to increasing number of thresholds.•The ALDE algorithm is fast enough for real-world image analysis applications.•The ALDE algorithm can efficiently balance between exploration and exploita...

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Bibliographic Details
Published in:	Expert systems with applications Vol. 138; p. 112820
Main Authors:	Tarkhaneh, Omid, Shen, Haifeng
Format:	Journal Article
Language:	English
Published:	New York Elsevier Ltd 30.12.2019 Elsevier BV
Subjects:	Adaptive algorithms Algorithms Benchmarks Brain Cauchy distribution Cotes’ Spiral Diagnostic systems Differential evolution Efficiency Evolutionary algorithms Evolutionary computation Exploitation Exploration Image analysis Image segmentation Lévy distribution Magnetic resonance imaging Medical imaging Mutation Optimal thresholding Thresholds Differential evolution Image segmentation Lévy distribution Optimal thresholding Cauchy distribution Cotes’ Spiral
ISSN:	0957-4174, 1873-6793
Online Access:	Get full text
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