A comparison of novel metaheuristic algorithms on color aerial image multilevel thresholding

R Kurban, A Durmus, E Karakose - Engineering Applications of Artificial …, 2021 - Elsevier
Color image thresholding is a well-known approach for image segmentation. An objective
function, based on image entropy, is defined by threshold numbers and locations in the color …

[HTML][HTML] An automatic multilevel image thresholding using relative entropy and meta-heuristic algorithms

YC Liang, JR Cuevas - Entropy, 2013 - mdpi.com
Multilevel thresholding has been long considered as one of the most popular techniques for
image segmentation. Multilevel thresholding outputs a gray scale image in which more …

Multilevel thresholding for image segmentation based on metaheuristic algorithms

D Oliva, M Abd Elaziz, S Hinojosa, D Oliva… - … algorithms for image …, 2019 - Springer
Multilevel image thresholding is effectually technique used to segment many types of
images. It usually applied in image preprocessing phase. In this chapter, a review of gray …

Dominant color component and adaptive whale optimization algorithm for multilevel thresholding of color images

S Agrawal, R Panda, P Choudhury… - Knowledge-Based Systems, 2022 - Elsevier
Optimal multilevel thresholding for image segmentation got much importance in recent
years. Several entropic and non-entropic objective functions with evolutionary computing …

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 …

Comparison of evolutionary and swarm based computational techniques for multilevel color image thresholding

T Kurban, P Civicioglu, R Kurban, E Besdok - Applied Soft Computing, 2014 - Elsevier
This paper introduces the comparison of evolutionary and swarm-based optimization
algorithms for multilevel color image thresholding problem which is a process used for …

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 …

[HTML][HTML] Multilevel thresholding of images with improved Otsu thresholding by black widow optimization algorithm

ATH Al-Rahlawee, J Rahebi - Multimedia Tools and Applications, 2021 - Springer
One of the most important methods of image processing is image thresholding, which is
based on image histogram analysis. These methods analyze the image histogram diagram …

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 …

Swarm intelligence algorithms for multi-level image thresholding

A Marciniak, M Kowal, P Filipczuk, J Korbicz - Intelligent Systems in …, 2014 - Springer
The multi-level thresholding is one of the most important issues in image segmentation. It is
a time consuming problem, ie finding appropriate threshold values could take exceptionally …