A novel black widow optimization algorithm for multilevel thresholding image segmentation

EH Houssein, BE Helmy, D Oliva, AA Elngar… - Expert Systems with …, 2021 - Elsevier
… the best set of thresholds that properly segment each image. Techniques as Otsu’s between
… the use of the novel meta-heuristic algorithm called Black Widow Optimization (BWO) to find …

Multilevel thresholding of images with improved Otsu thresholding by black widow optimization algorithm

ATH Al-Rahlawee, J Rahebi - Multimedia Tools and Applications, 2021 - Springer
… the Black Widow Spider Optimization Algorithm, and an attempt is made to calculate the …
Black widow optimization algorithm to find the tune value of thresholding for image segmentation

Multilevel thresholding using black widow optimization

B Jena, MK Naik, A Wunnava, R Panda - Advances in Intelligent …, 2021 - Springer
Optimization algorithms are found suitable to answer these … a new multilevel thresholding
algorithm using Black Widow … methods for image segmentation and splits the image into …

A multi-level thresholding image segmentation method using hybrid Arithmetic Optimization and Harris Hawks Optimizer algorithms

L Qiao, K Liu, Y Xue, W Tang, T Salehnia - Expert Systems with …, 2024 - Elsevier
Optimization Algorithm (AOA) and Harris Hawks Optimizer (HHO) to improve AOA in exploitation
phase, and achieve an optimal … using the Black Widow Optimization (BWO) algorithm. …

An improved African vultures optimization algorithm using different fitness functions for multi-level thresholding image segmentation

FS Gharehchopogh, T Ibrikci - Multimedia Tools and Applications, 2024 - Springer
… They hybrid the novel stop function to segment the non-circular iris boundary. And also,
Ahilan et al. [8] … [11] introduced the Black Widow Optimization (BWO) algorithm to image

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
… In this paper [73], a novel approach based on the enhanced version of PSO is suggested
called Half-life Constant PSO (HCPSO). Furthermore, the Tsallis entropy is utilized to achieve …

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
thresholding problems. This study presents a literature review of nature inspired optimization
algorithms (… approaches should be considered to be applied in this novel domain. (5) There …

A novel Kaniadakis entropy-based multilevel thresholding using energy curve and Black Widow optimization algorithm with Gaussian mutation

B Jena, MK Naik, R Panda - … in Advances in Power, Signal, and …, 2023 - ieeexplore.ieee.org
… two types: Bilevel Thresholding and Multilevel thresholding. Multilevel thresholding is used
in most of the applications of image processing to split the test image into required numbers …

Accurate multilevel thresholding image segmentation via oppositional Snake Optimization algorithm: Real cases with liver disease

EH Houssein, N Abdalkarim, K Hussain… - Computers in Biology …, 2024 - Elsevier
… Overall, the paper provides a novel algorithm for global optimization and a powerful model
for liver image segmentation that has high performance against PSNR, SSIM, FSIM, MSE, …

A novel evolutionary arithmetic optimization algorithm for multilevel thresholding segmentation of covid-19 ct images

L Abualigah, A Diabat, P Sumari, AH Gandomi - Processes, 2021 - mdpi.com
Optimization Algorithm is proposed in this paper to solve multilevel thresholding image
segmentation … combines the conventional Arithmetic Optimization Algorithm with the Differential …