Improved bat algorithm applied to multilevel image thresholding

A Alihodzic, M Tuba - The Scientific World Journal, 2014 - Wiley Online Library
Multilevel image thresholding is a very important image processing technique that is used as
a basis for image segmentation and further higher level processing. However, the required …

Cuckoo search and firefly algorithm applied to multilevel image thresholding

I Brajevic, M Tuba - Cuckoo Search and Firefly Algorithm: Theory and …, 2014 - Springer
Multilevel image thresholding is a technique widely used in image processing, most often for
segmentation. Exhaustive search is computationally prohibitively expensive since the …

Symbiotic organisms search algorithm for multilevel thresholding of images

B Küçükuğurlu, E Gedikli - Expert Systems with Applications, 2020 - Elsevier
Thresholding is a frequently used method in image processing because of its consistency
and low computational cost. Otsu's and Kapur's methods are two important techniques that …

A study on particle swarm optimization and artificial bee colony algorithms for multilevel thresholding

B Akay - Applied Soft Computing, 2013 - Elsevier
Segmentation is a critical task in image processing. Bi-level segmentation involves dividing
the whole image into partitions based on a threshold value, whereas multilevel …

Swarm selection method for multilevel thresholding image segmentation

M Abd Elaziz, S Bhattacharyya, S Lu - Expert systems with Applications, 2019 - Elsevier
Multilevel thresholding is one of the most popular approaches used for image segmentation.
Several methods have been used to find the threshold values; however, metaheuristic (MH) …

Comparison of evolutionary and swarm based computational techniques for multilevel color image thresholding

T Kurban, P Civicioglu, R Kurban, E Besdok - Applied Soft Computing, 2014 - Elsevier
This paper introduces the comparison of evolutionary and swarm-based optimization
algorithms for multilevel color image thresholding problem which is a process used for …

A new heuristic for multilevel thresholding of images

VK Bohat, KV Arya - Expert Systems with Applications, 2019 - Elsevier
Multilevel thresholding of images helps in separating the interesting objects from their
background. The quality of separation depends much on the selected threshold values. This …

A hybrid differential evolution for optimal multilevel image thresholding

U Mlakar, B Potočnik, J Brest - Expert Systems with Applications, 2016 - Elsevier
Image thresholding is a process for separating interesting objects within an image from their
background. An optimal threshold's selection can be regarded as a single objective …

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 …

Multilevel thresholding for image segmentation based on metaheuristic algorithms

D Oliva, M Abd Elaziz, S Hinojosa, D Oliva… - … algorithms for image …, 2019 - Springer
Multilevel image thresholding is effectually technique used to segment many types of
images. It usually applied in image preprocessing phase. In this chapter, a review of gray …