A Survey on Multilevel Thresholding-Based Image Segmentation Techniques

S Ahmed, A Biswas - Futuristic Trends in Networks and Computing …, 2022 - Springer
Multilevel thresholding is one of the most widely used techniques for image segmentation. A
thresholding technique for image segmentation is mainly categorized into two types such as …

Multi-level Thresholding Selection Based on Multi-Verse optimization With Levy Flight for Image Segmentation

Y Wang, G Zhang - 2019 IEEE 14th International Conference on …, 2019 - ieeexplore.ieee.org
Multi-level thresholding (MLT) is a threshold-based image segmentation method. MLT is
perhaps one of the most mainstream method of image segmentation because of its effective …

Battle royale optimizer for multilevel image thresholding

T Akan, D Oliva, AR Feizi-Derakhshi… - The Journal of …, 2024 - Springer
Image segmentation, the process of partitioning an image into meaningful regions, is a
fundamental step in image processing, crucial for applications like computer vision, medical …

Multilevel thresholding image segmentation using meta-heuristic optimization algorithms: Comparative analysis, open challenges and new trends

L Abualigah, KH Almotairi, MA Elaziz - Applied Intelligence, 2023 - Springer
This paper studied the multilevel threshold image segmentation-based metaheuristics
optimization methods and their applications. Image segmentation is a common problem in …

Honey Badger Algorithm and Chef-based Optimization Algorithm for Multilevel Thresholding Image Segmentation

E Turajlic, E Buza, A Akagic - 2022 30th Telecommunications …, 2022 - ieeexplore.ieee.org
Image segmentation has an important role in image processing and computer vision and it is
widely used in numerous applications, including feature extraction, pattern recognition …

Multi-level thresholding image segmentation based on nature-inspired optimization algorithms: a comprehensive review

EH Houssein, E Helmy, D Oliva, AA Elngar… - … in machine learning …, 2021 - Springer
Image segmentation is an essential step involved in most computer vision systems used in
several areas such as engineering, communications, transportation, business, and social …

[HTML][HTML] An improved golden jackal optimization for multilevel thresholding image segmentation

Z Wang, Y Mo, M Cui, J Hu, Y Lyu - Plos one, 2023 - journals.plos.org
Aerial photography is a long-range, non-contact method of target detection technology that
enables qualitative or quantitative analysis of the target. However, aerial photography …

Hyper-heuristic method for multilevel thresholding image segmentation

M Abd Elaziz, AA Ewees, D Oliva - Expert Systems with Applications, 2020 - Elsevier
In digital image processing, one of the most relevant tasks is to classify pixels depending on
their intensity level. To perform this process there exist different traditional methods as Otsu …

Antlion optimization and whale optimization algorithm for multilevel thresholding segmentation

S Iyer, AP Nadkarni, TN Padmini - 2019 Innovations in Power …, 2019 - ieeexplore.ieee.org
Multi-level image segmentation is a critical task in image processing that involves multiple
threshold values. As the high computational cost of an exhaustive search is inefficient and …

Fusion-based multilevel thresholding for image segmentation using evolutionary algorithm

A Priya, RK Agrawal, B Rana - 2022 IEEE 9th Uttar Pradesh …, 2022 - ieeexplore.ieee.org
Image segmentation is one of the crucial steps involved in the process of digital image
processing. Bi-level segmentation is a simple task, but it can only be used when there are …