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] Multilevel thresholding with metaheuristic methods

Y Ölmez, A Sengur, G Ozmen Koca - Journal of the Faculty of …, 2020 - researchgate.net
Multilevel thresholding with metaheuristic methods Page 1 Journal of the Faculty of
Engineering and Architecture of Gazi University 36:1 (2021) 213-224 Multilevel …

Multi-objective whale optimization algorithm for multilevel thresholding segmentation

MA El Aziz, AA Ewees, AE Hassanien… - Advances in soft …, 2018 - Springer
This chapter proposes a new method for determining the multilevel thresholding values for
image segmentation. The proposed method considers the multilevel threshold as multi …

[HTML][HTML] Meta-heuristic moth swarm algorithm for multilevel thresholding image segmentation

Y Zhou, X Yang, Y Ling, J Zhang - Multimedia Tools and Applications, 2018 - Springer
Multilevel thresholding is a very important image processing technique in the field of image
segmentation. However, the computational complexity of determining the optimal threshold …

Investigation of butterfly optimization and gases Brownian motion optimization algorithms for optimal multilevel image thresholding

K Sowjanya, SK Injeti - Expert Systems with Applications, 2021 - Elsevier
Image processing is one of the major research regions in the most recent decades, in which,
image segmentation has gained more popularity due to its enormous applications. Before …

A fast scheme for multilevel thresholding based on a modified bees algorithm

WA Hussein, S Sahran, SNHS Abdullah - Knowledge-Based Systems, 2016 - Elsevier
Image segmentation is one of the most important tasks in image processing and pattern
recognition. One of the most efficient and popular techniques for image segmentation is …

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 …

[HTML][HTML] Modified particle swarm optimization-based multilevel thresholding for image segmentation

Y Liu, C Mu, W Kou, J Liu - Soft computing, 2015 - Springer
Since the conventional multilevel thresholding approaches exhaustively search the optimal
thresholds to optimize objective functions, they are computational expensive. In this paper …

[HTML][HTML] 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
Multi-level thresholding is one of the most popular techniques in image segmentation.
However, selecting the optimal thresholds with high accuracy and efficiency is still …

Automatic multi-level thresholding segmentation based on multi-objective optimization

L Djerou, N Khelil, NH Dehimi, M Batouche - 2012 - archives.univ-biskra.dz
In this paper, we present a new multi-level image thresholding technique, called Automatic
Threshold based on Multi-objective Optimization “ATMO” that combines the flexibility of multi …