Image segmentation using multilevel thresholding: a research review

S Pare, A Kumar, GK Singh, V Bajaj - Iranian Journal of Science and …, 2020 - Springer
Image segmentation is a basic problem in computer vision and various image processing
applications. Over the years, commonly used image segmentation has become quite …

A systematic review on harmony search algorithm: Theory, literature, and applications

M Dubey, V Kumar, M Kaur… - Mathematical Problems in …, 2021 - Wiley Online Library
Harmony search algorithm is the recently developed metaheuristic in the last decade. It
mimics the behavior of a musician producing a perfect harmony. It has been used to solve …

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 …

Harmony-search and otsu based system for coronavirus disease (COVID-19) detection using lung CT scan images

V Rajinikanth, N Dey, ANJ Raj, AE Hassanien… - arXiv preprint arXiv …, 2020 - arxiv.org
Pneumonia is one of the foremost lung diseases and untreated pneumonia will lead to
serious threats for all age groups. The proposed work aims to extract and evaluate the …

Cross entropy based thresholding for magnetic resonance brain images using Crow Search Algorithm

D Oliva, S Hinojosa, E Cuevas, G Pajares… - Expert Systems with …, 2017 - Elsevier
Segmentation is considered the central part of an image processing system due to its high
influence on the posterior image analysis. In recent years, the segmentation of magnetic …

Opposition-based Laplacian equilibrium optimizer with application in image segmentation using multilevel thresholding

SK Dinkar, K Deep, S Mirjalili, S Thapliyal - Expert Systems with …, 2021 - Elsevier
This paper proposes a modified version of freshly developed Equilibrium Optimizer (EO) for
segmentation of gray-scale images using multi-level thresholding. Laplace distribution …

Tsallis entropy based multilevel thresholding for colored satellite image segmentation using evolutionary algorithms

AK Bhandari, A Kumar, GK Singh - Expert systems with applications, 2015 - Elsevier
In this paper, a new technique for color image segmentation using CS algorithm supported
by Tsallis entropy for multilevel thresholding has been proposed toward the effective colored …

Multilevel segmentation of 2D and volumetric medical images using hybrid Coronavirus Optimization Algorithm

KM Hosny, AM Khalid, HM Hamza, S Mirjalili - Computers in Biology and …, 2022 - Elsevier
Medical image segmentation is a crucial step in Computer-Aided Diagnosis systems, where
accurate segmentation is vital for perfect disease diagnoses. This paper proposes a …

Nature-inspired optimization algorithms and their application in multi-thresholding image segmentation

KG Dhal, A Das, S Ray, J Gálvez, S Das - Archives of Computational …, 2020 - Springer
In the field of image processing, there are several problems where an efficient search of the
solutions has to be performed within a complex search domain to find an optimal solution …

Image segmentation using multilevel thresholding based on type II fuzzy entropy and marine predators algorithm

S Mahajan, N Mittal, AK Pandit - Multimedia Tools and Applications, 2021 - Springer
The digital image segmentation is an open problem that is growing day by day and is
attracting the attention of researchers from last few years. Image resolution and their speed …