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 …

Image segmentation review: Theoretical background and recent advances

KK Brar, B Goyal, A Dogra, MA Mustafa, R Majumdar… - Information …, 2024 - Elsevier
Image segmentation is a significant topic in image refining and automated image analysis
with relevance for instance object recognition, diagnostic imaging scanning, mechanized …

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 …

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 …

Novel dynamic source routing protocol (DSR) based on genetic algorithm‐bacterial foraging optimization (GA‐BFO)

D Zhang, S Liu, X Liu, T Zhang… - International Journal of …, 2018 - Wiley Online Library
The goal of mobile ad hoc network (MANET) routing protocol is to establish a correct and
effective route with minimal control overhead and bandwidth consumption. Dynamic source …

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 …

Social spiders optimization and flower pollination algorithm for multilevel image thresholding: a performance study

S Ouadfel, A Taleb-Ahmed - Expert Systems with Applications, 2016 - Elsevier
In this paper, we investigate the ability of two new nature-inspired metaheuristics namely the
flower pollination (FP) and the social spiders optimization (SSO) algorithms to solve the …

A novel color image multilevel thresholding based segmentation using nature inspired optimization algorithms

AK Bhandari, A Kumar, S Chaudhary… - Expert Systems with …, 2016 - Elsevier
Multilevel thresholding for segmentation is an essential task and indispensable process in
various applications. Conventional color multilevel thresholding based image …

A multilevel color image segmentation technique based on cuckoo search algorithm and energy curve

S Pare, A Kumar, V Bajaj, GK Singh - Applied soft computing, 2016 - Elsevier
Amongst all the multilevel thresholding techniques, standard histogram based thresholding
approaches are very impressive for bi-level thresholding. But, it is not effective to select …

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 …