A hybrid bio-inspired learning algorithm for image segmentation using multilevel thresholding

MM Dehshibi, M Sourizaei, M Fazlali, O Talaee… - Multimedia Tools and …, 2017 - Springer
… The presented scheme is used for maximizing … fast segmentation of satellite images, BFHS
based robust technique with two most popular objective functions of multilevel thresholding

Multilevel thresholding selection based on variational mode decomposition for image segmentation

J Li, W Tang, J Wang, X Zhang - Signal Processing, 2018 - Elsevier
… The experimental results demonstrate that the proposed MPS scheme exhibits more … faster
than others. Therefore, it could have some advantages in image preprocessing, such as fast

Multilevel image thresholding selection based on the firefly algorithm

MH Horng, TW Jiang - 2010 7th International Conference on …, 2010 - ieeexplore.ieee.org
… [3] presented a hybrid optimization scheme for multiple thresholding by the criteria of OtsuГs
minimum within-class variance and Gaussian function fitting. Nonparametric approaches …

Comparison of intelligent techniques for multilevel thresholding problem

PD Sathya, R Kayalvizhi - International Journal of Signal …, 2012 - inderscienceonline.com
… Yin method is fast in multilevel thresholding problem. However, theoretically, the results …
the multilevel thresholding applications. Another alternative to fast multilevel thresholding uses a …

A multilevel image thresholding method based on subspace elimination optimization

J Qin, CT Wang, GH Qin - Mathematical problems in …, 2019 - Wiley Online Library
… In field of multilevel thresholding, there are also methods based on local particle swarm …
Lin proposed a PSO-based multilevel thresholding method which embedded a scheme based …

A multi-scale 3D Otsu thresholding algorithm for medical image segmentation

Y Feng, H Zhao, X Li, X Zhang, H Li - Digital Signal Processing, 2017 - Elsevier
… However, 3D Otsu multilevel thresholding is seldom investigated, which may be due to its …
efficient 3D Otsu scheme based on decomposition rule is designed for multilevel thresholding

A novel color image multilevel thresholding based segmentation using nature inspired optimization algorithms

AK Bhandari, A Kumar, S Chaudhary… - Expert Systems with …, 2016 - Elsevier
… This is the main disadvantage of the multilevel thresholding applications. Kapur's entropy
scheme is used to give better performance than the other approaches on the test images which …

Multilevel minimum cross entropy thresholding: A comparative study

B Lei, J Fan - Applied Soft Computing, 2020 - Elsevier
Multilevel thresholding method is one of the most popular techniques in image segmentation.
However, the multilevel thresholding … of the multilevel minimum cross entropy thresholding, …

An efficient multi level thresholding method for image segmentation based on the hybridization of modified PSO and Otsu's method

F Hamdaoui, A Sakly, A Mtibaa - Computational intelligence applications …, 2015 - Springer
… In the former, global thresholding methods are used to determinate a threshold … thresholding
methods are fast and for this reason they are suitable for the case of multilevel thresholding. …

A comparative study of various meta-heuristic techniques applied to the multilevel thresholding problem

K Hammouche, M Diaf, P Siarry - Engineering Applications of Artificial …, 2010 - Elsevier
… However, the iterative schemes are … multilevel thresholding and DE algorithm allowing the
direct computing of the threshold values. So, in this paper, three new multilevel thresholding