Multilevel thresholding using a modified ant lion optimizer with opposition-based learning for color image segmentation

Multilevel thresholding using a modified ant lion optimizer with opposition-based learning for color image segmentation

Multilevel thresholding has important research value in image segmentation and can effectively solve region analysis problems of complex images. In this paper, Otsu and Kapur's entropy are adopted among thresholding segmentation methods. They are used as the objective functions. When the number...

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Bibliographic Details
Main Authors: Shikai Wang, Kangjian Sun, Wanying Zhang, Heming Jia
Format: Article
Language:English
Published: AIMS Press 2021-04-01
Series:Mathematical Biosciences and Engineering
Subjects:
image segmentation
multilevel thresholding
otsu
kapur's entropy
ant lion optimizer
opposition-based learning
Online Access:https://www.aimspress.com/article/doi/10.3934/mbe.2021155?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/mbe.2021155?viewType=HTML

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