A multilevel thresholding algorithm for image segmentation based on particle swarm optimization

M Dhieb, M Frikha - … IEEE/ACS 13th International Conference of …, 2016 - ieeexplore.ieee.org
… The multi-level thresholding becomes very computationally challenges. In this paper, a
novel multilevel thresholding method based on particle swarm optimization (PSO) algorithm is …

Image segmentation via multilevel thresholding using hybrid optimization algorithms

AA Ewees, M Abd Elaziz… - Journal of Electronic …, 2018 - spiedigitallibrary.org
… hybrid swarm algorithm for image segmentation that employs multilevel thresholding
techniques. For the hybridization, we have combined the whale optimization algorithm (WOA) and …

An adaptive differential evolution algorithm to optimal multi-level thresholding for MRI brain image segmentation

O Tarkhaneh, H Shen - Expert Systems with Applications, 2019 - Elsevier
algorithm. While some well-known methods, such as Kapur’s and Otsu’s, are proven effective
for bi-level thresholding, multi-level thresholding … We consider fixed multilevel thresholds in …

[PDF][PDF] Hybrid multilevel thresholding and improved harmony search algorithm for segmentation

S Erwin, W Saputri - Int. J. Electr. Comput. Eng, 2018 - download.garuda.kemdikbud.go.id
… performance using multilevel thresholding with HSA and IHSA. This paper introduces a
new method of hybrid multilevel thresholding and improved harmony search algorithm (MT-IHSA)…

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 … of multilevel thresholding

Efficient solution of Otsu multilevel image thresholding: A comparative study

MH Merzban, M Elbayoumi - Expert Systems with Applications, 2019 - Elsevier
… In this paper, we have revisited an exact, scalable and polynomial time algorithm for multilevel
thresholding based on Otsu’s approach. First, an equivalent modified formulation of Otsu’…

A hybrid bio-inspired learning algorithm for image segmentation using multilevel thresholding

MM Dehshibi, M Sourizaei, M Fazlali, O Talaee… - Multimedia Tools and …, 2017 - Springer
… To achieve an accurate and fast segmentation of satellite images, BFHS based robust
technique with two most popular objective functions of multilevel thresholding are utilized in this …

[PDF][PDF] Multi-Level Thresholding based on Non-Parametric Approaches for Fast Segmentation

SH Cho, HT Duy, JW Han, H Hwang - Journal of Biosystems …, 2013 - researchgate.net
… We applied multilevel thresholding to the aforementioned methods to determine their
respective effects. Since exhaustive searches explore all possible candidates and determine the …

Image segmentation based on multilevel thresholding using firefly algorithm

M Sridevi - … international conference on inventive computing and …, 2017 - ieeexplore.ieee.org
… The remainder of this paper is organized as follows: Section 3 discusses the proposed
Multilevel threshold selection using Firefly algorithm. Experimental results and performance …

Multilevel thresholding by fuzzy type II sets using evolutionary algorithms

D Oliva, S Nag, M Abd Elaziz, U Sarkar… - Swarm and Evolutionary …, 2019 - Elsevier
… The image segmentation based on Multilevel thresholding has attracted more attention in …
is proposed the use of evolutionary computation algorithms combined with the Type II Fuzzy …