Multilevel image thresholding with multimodal optimization

T Rahkar Farshi, R Demirci - Multimedia Tools and Applications, 2021 - Springer
Thresholding method is one of the most popular approaches for image segmentation where
an objective function is defined in terms of threshold numbers and their locations in a …

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 area of image processing, segmentation of an image into multiple regions is very
important for classification and recognition steps. It has been widely used in many …

Multilevel thresholding using an improved cuckoo search algorithm for image segmentation

L Duan, S Yang, D Zhang - The Journal of Supercomputing, 2021 - Springer
Multilevel thresholding image segmentation is an important technique, which has attracted
much attention in recent years. The conventional exhaustive search method for image …

[PDF][PDF] Development of a new optimal multilevel thresholding using improved particle swarm optimization algorithm for image segmentation

PD Sathya, R Kayalvizhi - International journal of electronics …, 2010 - csjournals.com
Image thresholding is a very common image processing operation, since all image
processing schemes need some sort of operation of the pixels into different classes. In order …

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 …

Kapur's and Otsu's based optimal multilevel image thresholding using social spider and firefly algorithm

R Singh, P Agarwal, M Kashyap… - … on communication and …, 2016 - ieeexplore.ieee.org
Histogram based multilevel thresholding is one of the most aggressive methods to realize
image segmentation. We have used histogram based multilevel thresholding as a gray …

Image segmentation using multilevel thresholding: a research review

S Pare, A Kumar, GK Singh, V Bajaj - Iranian Journal of Science and …, 2020 - Springer
Image segmentation is a basic problem in computer vision and various image processing
applications. Over the years, commonly used image segmentation has become quite …

[PDF][PDF] A new optimization-based image segmentation method by particle swarm optimization

FM Mohsen, MM Hadhoud, K Amin - IJACSA) International Journal of …, 2011 - Citeseer
This paper proposes a new multilevel thresholding method segmenting images based on
particle swarm optimization (PSO). In the proposed method, the thresholding problem is …

Image thresholding improved by global optimization methods

F Balabanian, E Sant'Ana da Silva… - Applied Artificial …, 2017 - Taylor & Francis
Image thresholding is a common segmentation technique with applications in various fields,
such as computer vision, pattern recognition, microscopy, remote sensing, and biology. The …

[PDF][PDF] Image multi-level-thresholding with Mayfly optimization.

S Kadry, V Rajinikanth, J Koo, BG Kang - International Journal of …, 2021 - core.ac.uk
Image thresholding is a well approved pre-processing methodology and enhancing the
image information based on a chosen threshold is always preferred. This research …