Multilevel thresholding for image segmentation based on metaheuristic algorithms

D Oliva, M Abd Elaziz, S Hinojosa, D Oliva… - Metaheuristic algorithms …, 2019 - Springer
multilevel thresholding based on metaheuristic algorithms is introduced. Nine algorithms and
their studies in multilevel thresholding … cuckoo search, bat algorithm, artificial bee colony, …

[PDF][PDF] An Adaptive and Fast Valley Emphasis Multilevel Otsu Thresholding Algorithm

J Long, X Shen, H Chen, H Zhang - Proceedings of the International …, 2013 - world-comp.org
… is usually very time-consuming for obtaining the optimal multilevel thresholds. Though the
state-of-the-art multilevel thresholding algorithms applied various meta-heuristic techniques or …

Improved bat algorithm applied to multilevel image thresholding

A Alihodzic, M Tuba - The Scientific World Journal, 2014 - Wiley Online Library
… If we consider a gray-scale input image I as a set of pixels A, multilevel thresholding can
be defined as a method of dividing the set A into n + 1 disjoint subsets (A 0 , A 1 , …, A n ) by …

Whale optimization algorithm and moth-flame optimization for multilevel thresholding image segmentation

M Abd El Aziz, AA Ewees, AE Hassanien - Expert Systems with Applications, 2017 - Elsevier
… In this section, the definition of multilevel thresholding problem is illustrated which is defined
… The essential purpose of multilevel thresholding is to locate the threshold values which split …

A two-dimensional multilevel thresholding method for image segmentation

AB Ishak - Applied soft computing, 2017 - Elsevier
… In this work, we develop a two-dimensional multilevel thresholding technique based on
Rényi and Tsallis entropies. The formulation of the proposed method gives rise to an NP-hard …

A hybrid differential evolution for optimal multilevel image thresholding

U Mlakar, B Potočnik, J Brest - Expert Systems with Applications, 2016 - Elsevier
… Proposed algorithm - hjDE For the multilevel thresholding problem we propose a novel
hybrid differential evolution algorithm (hjDE). We have introduced a reset strategy adopted from …

Multilevel image thresholding with multimodal optimization

T Rahkar Farshi, R Demirci - Multimedia Tools and Applications, 2021 - Springer
… In this study, a novel thresholding algorithm without any objective function has been
proposed. Histogram curve was considered as an objective function. The peaks and valley in …

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

AK Bhandari, A Kumar, S Chaudhary… - Expert Systems with …, 2016 - Elsevier
… , a fast and efficient method for segmenting color satellite or remote sensing images is proposed.
Multilevel thresholding … on multilevel thresholding of color images. In gray level images, …

Multilevel thresholding color image segmentation using a modified artificial bee colony algorithm

S Zhang, W Jiang, S Satoh - IEICE TRANSACTIONS on Information …, 2018 - search.ieice.org
… In this paper, a multilevel thresholding color image segmentation method is … ) algorithm.
In this work, in order to improve the local search ability of ABC algorithm, Krill Herd algorithm is …

A novel black widow optimization algorithm for multilevel thresholding image segmentation

EH Houssein, BE Helmy, D Oliva, AA Elngar… - Expert Systems with …, 2021 - Elsevier
Multilevel thresholding is a method that easily performs this task, the problem is to find the …
To overcome such problem this paper introduces the use of the novel meta-heuristic algorithm