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

AK Bhandari, A Kumar, S Chaudhary… - Expert Systems with …, 2016 - Elsevier
Multilevel thresholding for segmentation is an essential task and indispensable process in
various applications. Conventional color multilevel thresholding based image …

A novel black widow optimization algorithm for multilevel thresholding image segmentation

EH Houssein, BE Helmy, D Oliva, AA Elngar… - Expert Systems with …, 2021 - Elsevier
Segmentation is a crucial step in image processing applications. This process separates
pixels of the image into multiple classes that permits the analysis of the objects contained in …

A novel method for multilevel color image segmentation based on dragonfly algorithm and differential evolution

L Xu, H Jia, C Lang, X Peng, K Sun - IEEE Access, 2019 - ieeexplore.ieee.org
Multilevel thresholding is a simple and powerful image segmentation method that has
received widespread attention in recent years. However, the accuracy and stability of …

Cuckoo search algorithm and wind driven optimization based study of satellite image segmentation for multilevel thresholding using Kapur's entropy

AK Bhandari, VK Singh, A Kumar, GK Singh - Expert Systems with …, 2014 - Elsevier
The objective of image segmentation is to extract meaningful objects. A meaningful
segmentation selects the proper threshold values to optimize a criterion using entropy. The …

Image segmentation using multilevel thresholding based on modified bird mating optimization

M Ahmadi, K Kazemi, A Aarabi, T Niknam… - Multimedia Tools and …, 2019 - Springer
Multilevel thresholding using Otsu or Kapur methods is widely used in the context of image
segmentation. These methods select optimal thresholds in gray level images by maximizing …

A novel hybrid harris hawks optimization for color image multilevel thresholding segmentation

X Bao, H Jia, C Lang - Ieee Access, 2019 - ieeexplore.ieee.org
Multilevel thresholding has got more attention in recent years with various successful
applications. However, the implementation becomes more and more complex and time …

A novel beta differential evolution algorithm-based fast multilevel thresholding for color image segmentation

AK Bhandari - Neural computing and applications, 2020 - Springer
Multilevel thresholding for image segmentation is a crucial process in several applications
such as feature extraction and pattern recognition. The meticulous search for the best values …

Multilevel thresholding segmentation for color image using modified moth-flame optimization

H Jia, JUN Ma, W Song - IEEE Access, 2019 - ieeexplore.ieee.org
Multilevel thresholding has got more attention in the field of image segmentation recently.
However, it is still challenging and complicated for color image segmentation in many …

Dominant color component and adaptive whale optimization algorithm for multilevel thresholding of color images

S Agrawal, R Panda, P Choudhury… - Knowledge-Based Systems, 2022 - Elsevier
Optimal multilevel thresholding for image segmentation got much importance in recent
years. Several entropic and non-entropic objective functions with evolutionary computing …

HWOA: A hybrid whale optimization algorithm with a novel local minima avoidance method for multi-level thresholding color image segmentation

M Abdel-Basset, R Mohamed, NM AbdelAziz… - Expert Systems with …, 2022 - Elsevier
Traditional methods to address color image segmentation work efficiently for bi-level
thresholding. However, for multi-level thresholding, traditional methods suffer from time …