An efficient krill herd algorithm for color image multilevel thresholding segmentation problem

L He, S Huang - Applied Soft Computing, 2020 - Elsevier
The conventional thresholding methods are very efficient for bi-level thresholding, but the
computational complexity may be excessively high for color image multilevel thresholding …

Masi entropy based multilevel thresholding for image segmentation

AKM Khairuzzaman, S Chaudhury - Multimedia Tools and Applications, 2019 - Springer
A new multilevel thresholding based image segmentation technique is developed which
utilizes Masi entropy as an objective function. Thresholding is an important image …

Hyper-heuristic method for multilevel thresholding image segmentation

M Abd Elaziz, AA Ewees, D Oliva - Expert Systems with Applications, 2020 - Elsevier
In digital image processing, one of the most relevant tasks is to classify pixels depending on
their intensity level. To perform this process there exist different traditional methods as Otsu …

An efficient method for multilevel color image thresholding using cuckoo search algorithm based on minimum cross entropy

S Pare, A Kumar, V Bajaj, GK Singh - Applied Soft Computing, 2017 - Elsevier
Among various thresholding methods, minimum cross entropy is implemented for its
effectiveness and simplicity. Although it is efficient and gives excellent result in case of bi …

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 …

Multi-level image thresholding based on modified spherical search optimizer and fuzzy entropy

HS Naji Alwerfali, M AA Al-qaness, M Abd Elaziz… - Entropy, 2020 - mdpi.com
Multi-level thresholding is one of the effective segmentation methods that have been applied
in many applications. Traditional methods face challenges in determining the suitable …

A water cycle algorithm-based multilevel thresholding system for color image segmentation using masi entropy

P Kandhway, AK Bhandari - Circuits, Systems, and Signal Processing, 2019 - Springer
In this paper, a recently developed metaheuristic water cycle algorithm (WCA) is coupled
with Masi entropy (Masi-WCA) to perform color image segmentation over the optimal …

A hybrid differential evolution for optimal multilevel image thresholding

U Mlakar, B Potočnik, J Brest - Expert Systems with Applications, 2016 - Elsevier
Image thresholding is a process for separating interesting objects within an image from their
background. An optimal threshold's selection can be regarded as a single objective …

Multilevel minimum cross entropy threshold selection based on particle swarm optimization

PY Yin - Applied mathematics and computation, 2007 - Elsevier
Thresholding is one of the popular and fundamental techniques for conducting image
segmentation. Many thresholding techniques have been proposed in the literature. Among …

Multilevel minimum cross entropy threshold selection based on the honey bee mating optimization

MH Horng - Expert Systems with Applications, 2010 - Elsevier
Image thresholding is an important technique for image processing and pattern recognition.
Many thresholding techniques have been proposed in the literature. Among them, the …