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

ATH Al-Rahlawee, J Rahebi - Multimedia Tools and Applications, 2021 - Springer
optimal choice of these thresholds by Otsu is time-consuming. In this study, the value of optimal
thresholds in Otsu thresholding … [10] to calculate the optimal thresholds in the histogram …

An improved whale optimization algorithm based on multilevel threshold image segmentation using the Otsu method

G Ma, X Yue - Engineering Applications of Artificial Intelligence, 2022 - Elsevier
method based on the whale optimization algorithm (RAV-WOA) is proposed, with the
between-class variance (Otsu method) as … algorithm for the multilevel thresholding of images with …

Optimal multi-level thresholding using a two-stage Otsu optimization approach

DY Huang, CH Wang - Pattern Recognition Letters, 2009 - Elsevier
… Subsequently, Otsu’s method can be applied to find the optimal threshold by maximizing
the between-class variance ( σ B 2 ) with the sets of i Ω and g Ω . That is(21) j ∗ = arg 0 ⩽ j ⩽ M …

[PDF][PDF] Image binarization using Otsu thresholding algorithm

J Yousefi - Ontario, Canada: University of Guelph, 2011 - researchgate.net
… variance as an optimal threshold value. … threshold value. This paper is organized as follows:
In Section 2 we discuss the basics of the Otsu and Gaussian Otsu thresholding algorithms. In …

Two-dimensional Otsu multi-threshold image segmentation based on hybrid whale optimization algorithm

G Ning - Multimedia Tools and Applications, 2023 - Springer
… whale optimization algorithm proposed in this paper is used to calculate the threshold. The
… Improved wolf group optimization 2-D Otsu threshold segmentation algorithm was proposed …

A multi-level image thresholding approach using Otsu based on the improved invasive weed optimization algorithm

X Yue, H Zhang - Signal, Image and Video Processing, 2020 - Springer
… However, selecting the optimal thresholds with high accuracy … thresholding method using
between-class variance (Otsu) based on an improved invasive weed optimization algorithm (…

Otsu multi-threshold image segmentation algorithm based on improved particle swarm optimization

C Wang, J Yang, H Lv - 2019 IEEE 2nd International …, 2019 - ieeexplore.ieee.org
… The Otsu threshold segmentation method can be extended from a single threshold to a
multi-level threshold … particle swarm optimization algorithm with the maximum inter-class variance …

An Otsu multi-thresholds segmentation algorithm based on improved ACO

J Qin, X Shen, F Mei, Z Fang - The Journal of Supercomputing, 2019 - Springer
… (ACO) algorithm has been introduced to optimize the thresholding search … To increase
the searching speed of the multi-thresholding of Otsu … 2.1 Otsu thresholding segmentation …

[HTML][HTML] Robust multi-thresholding in noisy grayscale images using Otsu's function and harmony search optimization algorithm

K Suresh, U Sakthi - Advances in Electronics, Communication and …, 2018 - Springer
… The proposed work is made with primary algorithm limits, search dimension selected as ‘n’, …
for every threshold. In this work, robustness of Otsu-guided HSOA algorithm is experienced …

Otsu based optimal multilevel image thresholding using firefly algorithm

N Sri Madhava Raja, V Rajinikanth… - … and simulation in …, 2014 - Wiley Online Library
optimization algorithm based thresholdingmethod presents the optimal values by
maximizing the objective function. In the present work, Otsu’s nonparametric segmentation method