Multi-level thresholding grayscale image segmentation implemented with genetic algorithm

J Choi, HSHS Choi, M Chen - 2018 IEEE MIT Undergraduate …, 2018 - ieeexplore.ieee.org
A multi-level thresholding method for image segmentation is presented. The image is
divided into multiple regions based on the grayscale level. The procedure for finding best …

[HTML][HTML] A new multilevel thresholding method using swarm intelligence algorithm for image segmentation

SP Duraisamy, R Kayalvizhi - Journal of Intelligent Learning Systems …, 2010 - scirp.org
Thresholding is a popular image segmentation method that converts gray-level image into
binary image. The selection of optimum thresholds has remained a challenge over decades …

A gradient-based method for multilevel thresholding

C Shang, D Zhang, Y Yang - Expert Systems with Applications, 2021 - Elsevier
At present, the research about fast algorithm for multi-threshold image segmentation is
mostly focused on bionic algorithm. Many of bionic algorithms, such as particle swarm …

[PDF][PDF] Image multithresholding based on Kapur/Tsallis entropy and firefly algorithm

KS Manic, RK Priya… - Indian Journal …, 2016 - sciresol.s3.us-east-2.amazonaws …
Abstract Background/Objectives: In this paper, Firefly Algorithm (FA) based multilevel
thresholding is proposed to segment the gray scale image by maximizing the entropy value …

Using the BPSO algorithm in image segmentation for dynamic thresholding

L Djerou, H Dehimi, N Khelil… - … Fourth International on …, 2009 - ieeexplore.ieee.org
A new dynamic Multilevel Thresholding method (DMTBPSO), based on Binary Particle
Swarm Optimization and Otsu's method, is proposed. This approach can automatically …

Moth-flame optimization algorithm based multilevel thresholding for image segmentation

AKM Khairuzzaman, S Chaudhury - International Journal of Applied …, 2017 - igi-global.com
Multilevel thresholding is a popular image segmentation technique. However, computational
complexity of multilevel thresholding increases very rapidly with increasing number of …

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
Thresholding is a popular image segmentation method that converts gray-level image into
binary image. The problem of thresholding has been quite extensively studied for many …

Entropy based optimal multilevel thresholding using cuckoo optimization algorithm

SJ Mousavirad… - 2015 11th International …, 2015 - ieeexplore.ieee.org
Image thresholding considered as a popular method for image segmentation. So far, many
approaches have been proposed for image thresholding. Maximum entropy thresholding …

A new multilevel image thresholding algorithm based on image partitioning approach with metaheuristic parameter for segmentation

S Thapliyal, N Kumar - 2023 - researchsquare.com
The multilevel threshold technique of image segmentation is a popular and intriguing
domain in the field of image vision and has received a lot of attention in several image …

[PDF][PDF] Comparative study of various segmentation techniques with their effective parameters

S Dubey, YK Gupta, D Soni - Int. J. Innov. Res. Comput. Commun …, 2016 - researchgate.net
To make the image more meaningful and easy to analyze, it is necessary to change its
representation and simplify the image through the segmentation. Segmentation separates …