Whale optimization algorithm and moth-flame optimization for multilevel thresholding image segmentation

M Abd El Aziz, AA Ewees, AE Hassanien - Expert Systems with Applications, 2017 - Elsevier
Determining the optimal thresholding for image segmentation has got more attention in
recent years since it has many applications. There are several methods used to find the …

An efficient multilevel color image thresholding based on modified whale optimization algorithm

J Anitha, SIA Pandian, SA Agnes - Expert Systems with Applications, 2021 - Elsevier
Color image segmentation is a vital preprocessing stage in various image processing
applications. In threshold-based segmentation, the success of the image segmentation …

A novel black widow optimization algorithm for multilevel thresholding image segmentation

EH Houssein, BE Helmy, D Oliva, AA Elngar… - Expert Systems with …, 2021 - Elsevier
Segmentation is a crucial step in image processing applications. This process separates
pixels of the image into multiple classes that permits the analysis of the objects contained in …

Multi-objective whale optimization algorithm for multilevel thresholding segmentation

MA El Aziz, AA Ewees, AE Hassanien… - Advances in soft …, 2018 - Springer
This chapter proposes a new method for determining the multilevel thresholding values for
image segmentation. The proposed method considers the multilevel threshold as multi …

Multilevel thresholding image segmentation using meta-heuristic optimization algorithms: Comparative analysis, open challenges and new trends

L Abualigah, KH Almotairi, MA Elaziz - Applied Intelligence, 2023 - Springer
This paper studied the multilevel threshold image segmentation-based metaheuristics
optimization methods and their applications. Image segmentation is a common problem in …

Multilevel thresholding segmentation for color image using modified moth-flame optimization

H Jia, JUN Ma, W Song - IEEE Access, 2019 - ieeexplore.ieee.org
Multilevel thresholding has got more attention in the field of image segmentation recently.
However, it is still challenging and complicated for color image segmentation in many …

HWOA: A hybrid whale optimization algorithm with a novel local minima avoidance method for multi-level thresholding color image segmentation

M Abdel-Basset, R Mohamed, NM AbdelAziz… - Expert Systems with …, 2022 - Elsevier
Traditional methods to address color image segmentation work efficiently for bi-level
thresholding. However, for multi-level thresholding, traditional methods suffer from time …

Meta-heuristic moth swarm algorithm for multilevel thresholding image segmentation

Y Zhou, X Yang, Y Ling, J Zhang - Multimedia Tools and Applications, 2018 - Springer
Multilevel thresholding is a very important image processing technique in the field of image
segmentation. However, the computational complexity of determining the optimal threshold …

Boosting marine predators algorithm by salp swarm algorithm for multilevel thresholding image segmentation

L Abualigah, NK Al-Okbi, MA Elaziz… - Multimedia Tools and …, 2022 - Springer
Pixel rating is considered one of the commonly used critical factors in digital image
processing that depends on intensity. It is used to determine the optimal image …

Multilevel thresholding using grey wolf optimizer for image segmentation

AKM Khairuzzaman, S Chaudhury - Expert Systems with Applications, 2017 - Elsevier
Multilevel thresholding is one of the most important areas in the field of image segmentation.
However, the computational complexity of multilevel thresholding increases exponentially …