An ant colony optimization algorithm for image edge detection

J Tian, W Yu, S ** algorithm
ML Pérez-Delgado - Engineering Applications of Artificial Intelligence, 2019‏ - Elsevier
Swarm-based algorithms define a family of methods that consider a population of very
simple individuals that cooperate to solve a difficult problem. The Shuffled frog-lea** …

Color reduction for complex document images

N Nikolaou, N Papamarkos - International Journal of Imaging …, 2009‏ - Wiley Online Library
A new technique for color reduction of complex document images is presented in this article.
It reduces significantly the number of colors of the document image (less than 15 colors in …

Support vector machine text classification system: Using Ant Colony Optimization based feature subset selection

A Moh'd Mesleh, G Kanaan - 2008 International Conference on …, 2008‏ - ieeexplore.ieee.org
Feature subset selection (FSS) is an important step for effective text classification systems. In
this work, we have implemented a support vector machine (SVM) text classifier for Arabic …

A stochastic gravitational approach to feature based color image segmentation

E Rashedi, H Nezamabadi-Pour - Engineering Applications of Artificial …, 2013‏ - Elsevier
In this paper, a novel image segmentation algorithm based on the theory of gravity is
presented, which is called as “stochastic feature based gravitational image segmentation …

The color quantization problem solved by swarm-based operations

ML Pérez-Delgado - Applied Intelligence, 2019‏ - Springer
The objective of the color quantization problem is to reduce the number of different colors of
an image, in order to obtain a new image as similar as possible to the original. This is a …

Color image quantization using flower pollination algorithm

M Lei, Y Zhou, Q Luo - Multimedia Tools and Applications, 2020‏ - Springer
Flower pollination algorithm (FPA) is a swarm-based optimization technique that has
attracted the attention of many researchers in several optimization fields due to its …

[HTML][HTML] A comparative study of evolutionary computation and swarm-based methods applied to color quantization

ML Pérez-Delgado, MA Günen - Expert Systems with Applications, 2023‏ - Elsevier
Color Quantization (CQ) is a complex and hard problem because selecting the best set of
colors from many available colors and using that set to obtain a good quality image is an NP …