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 …

[LIVRE][B] Swarm intelligence: principles, advances, and applications

AE Hassanien, E Emary - 2018 - taylorfrancis.com
Swarm Intelligence: Principles, Advances, and Applications delivers in-depth coverage of
bat, artificial fish swarm, firefly, cuckoo search, flower pollination, artificial bee colony, wolf …

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 …

Cuckoo search algorithm and wind driven optimization based study of satellite image segmentation for multilevel thresholding using Kapur's entropy

AK Bhandari, VK Singh, A Kumar, GK Singh - Expert Systems with …, 2014 - Elsevier
The objective of image segmentation is to extract meaningful objects. A meaningful
segmentation selects the proper threshold values to optimize a criterion using entropy. The …

Artificial bee colony based algorithm for maximum power point tracking (MPPT) for PV systems operating under partial shaded conditions

A soufyane Benyoucef, A Chouder, K Kara… - Applied Soft …, 2015 - Elsevier
Artificial bee colony (ABC) algorithm has several characteristics that make it more attractive
than other bio-inspired methods. Particularly, it is simple, it uses fewer control parameters …

Modified artificial bee colony based computationally efficient multilevel thresholding for satellite image segmentation using Kapur's, Otsu and Tsallis functions

AK Bhandari, A Kumar, GK Singh - Expert systems with applications, 2015 - Elsevier
In this paper, a modified artificial bee colony (MABC) algorithm based satellite image
segmentation using different objective function has been presented to find the optimal …

Modified firefly algorithm based multilevel thresholding for color image segmentation

L He, S Huang - Neurocomputing, 2017 - Elsevier
In this paper, a modified firefly algorithm (MFA) is proposed to find the optimal multilevel
threshold values for color image. Kapur's entropy, minimum cross entropy and between …

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 …

Application of bio-inspired algorithms in maximum power point tracking for PV systems under partial shading conditions–A review

G Li, Y **, MW Akram, X Chen, J Ji - Renewable and Sustainable Energy …, 2018 - Elsevier
Solar energy is one of the most promising renewable energy resource due to its variety of
advantages. The photovoltaic systems have a remarkable development over the past few …

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 …