Social spiders optimization and flower pollination algorithm for multilevel image thresholding: A performance study

•We present an empirical comparison of two new meta-heuristics SSO and FP.•Real test images were used to perform thresholding using Otsu's method and Kapur's entropy.•Compared algorithms were SSO, FP, PSO, BAT.•Comparisons were made according to the fitness values, PSNR and SSIM.•SSO shows...

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Vydáno v:	Expert systems with applications Ročník 55; s. 566 - 584
Hlavní autoři:	Ouadfel, Salima, Taleb-Ahmed, Abdelmalik
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Elsevier Ltd 15.08.2016 Elsevier
Témata:	Algorithms Automatic Bat algorithm Engineering Sciences Filled plastics Flower pollination algorithm Flowers Mathematical models Multilevel Multilevel thresholding Optimization Particle swarm optimization Social spider optimization Spiders Thresholds Multilevel thresholding Bat algorithm Social spider optimization Particle swarm optimization Optimization Flower pollination algorithm
ISSN:	0957-4174, 1873-6793
On-line přístup:	Získat plný text
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