Enhanced Chaos Game Optimization for Multilevel Image Thresholding through Fitness Distance Balance Mechanism

AB Miled, MA Elhossiny, MAI Elghazawy… - … , Technology & Applied …, 2024 - etasr.com
This study proposes a method to enhance the Chaos Game Optimization (CGO) algorithm
for efficient multilevel image thresholding by incorporating a fitness distance balance …

SCGJO: A hybrid golden jackal optimization with a sine cosine algorithm for tackling multilevel thresholding image segmentation

J Zhang, G Zhang, M Kong, T Zhang - Multimedia Tools and Applications, 2024 - Springer
Multilevel thresholding is a fundamental, substantial and constructive technique that has
been widely recognized and concerned in recent years. However, the computational …

Multilevel Image Thresholding Using a Fully Informed Cuckoo Search Algorithm

X Huang, L Shen, C Fan, S Chen - arXiv preprint arXiv:2006.09987, 2020 - arxiv.org
Though effective in the segmentation, conventional multilevel thresholding methods are
computationally expensive as exhaustive search are used for optimal thresholds to optimize …

High-dimensional multi-level image thresholding using self-organizing migrating algorithm

SJ Mousavirad, G Schaefer, I Korovin - Proceedings of the 2020 genetic …, 2020 - dl.acm.org
Multi-level image thresholding is a common approach to image segmentation for which
population-based metaheuristic algorithms present an interesting alternative to conventional …

[HTML][HTML] A novel chaotic symbiotic organisms search optimization in multilevel image segmentation

F Chakraborty, PK Roy, D Nandi - Soft Computing, 2021 - Springer
Multilevel thresholding-based image segmentation plays a vital role in image processing. It
significantly impacts many applications, such as remote sensing, pattern recognition, and …

Exponential entropy-based multilevel thresholding using enhanced barnacle mating optimization

B Jena, MK Naik, R Panda, A Abraham - Multimedia Tools and …, 2024 - Springer
Multilevel Thresholding (MLT) is a prominent image segmentation research field that can
effectively handle problems encountered while collecting meaningful information from a …

[HTML][HTML] Multilevel thresholding using an improved cuckoo search algorithm for image segmentation

L Duan, S Yang, D Zhang - The Journal of Supercomputing, 2021 - Springer
Multilevel thresholding image segmentation is an important technique, which has attracted
much attention in recent years. The conventional exhaustive search method for image …

An efficient multilevel image thresholding method based on improved heap-based optimizer

EH Houssein, GM Mohamed, IA Ibrahim… - Scientific Reports, 2023 - nature.com
Image segmentation is the process of separating pixels of an image into multiple classes,
enabling the analysis of objects in the image. Multilevel thresholding (MTH) is a method …

Modified artificial ecosystem-based optimization for multilevel thresholding image segmentation

AA Ewees, L Abualigah, D Yousri, AT Sahlol… - Mathematics, 2021 - mdpi.com
Multilevel thresholding is one of the most effective image segmentation methods, due to its
efficiency and easy implementation. This study presents a new multilevel thresholding …

[HTML][HTML] A leader Harris hawks optimization for 2-D Masi entropy-based multilevel image thresholding

MK Naik, R Panda, A Wunnava, B Jena… - Multimedia Tools and …, 2021 - Springer
The multilevel image thresholding is one of the important steps in multimedia tools to
understand and interpret the object in the real world. Nevertheless, 1-D Masi entropy is quite …