Utilizing Genetic Algorithms for an Effective Method of Image Matching


Authors : Almukhtar Ahmed

Volume/Issue : Volume 8 - 2023, Issue 9 - September

Google Scholar : https://bit.ly/3TmGbDi

Scribd : https://tinyurl.com/txra38sy

DOI : https://doi.org/10.5281/zenodo.8409963

Abstract : The Genetic Algorithm (GA) is used in this study to provide an effective approach for matching an unknown pattern that represents a partial picture with the original image. This approach makes use of the chromosomal parameter. It represents location coordinates (X, Y) that have been converted into a brief sequence of bits based on the size of the original picture, allowing for quick matching. The chromosome exists as a series of binary bits. An example is given to illustrate the effectiveness of this approach.

Keywords : Genetic Algorithm, Pattern Matching, Chromosome, MATLAB Results.

The Genetic Algorithm (GA) is used in this study to provide an effective approach for matching an unknown pattern that represents a partial picture with the original image. This approach makes use of the chromosomal parameter. It represents location coordinates (X, Y) that have been converted into a brief sequence of bits based on the size of the original picture, allowing for quick matching. The chromosome exists as a series of binary bits. An example is given to illustrate the effectiveness of this approach.

Keywords : Genetic Algorithm, Pattern Matching, Chromosome, MATLAB Results.

CALL FOR PAPERS


Paper Submission Last Date
31 - May - 2024

Paper Review Notification
In 1-2 Days

Paper Publishing
In 2-3 Days

Video Explanation for Published paper

Never miss an update from Papermashup

Get notified about the latest tutorials and downloads.

Subscribe by Email

Get alerts directly into your inbox after each post and stay updated.
Subscribe
OR

Subscribe by RSS

Add our RSS to your feedreader to get regular updates from us.
Subscribe