Utilizing Genetic Algorithms for an Effective Method of Image Matching

Almukhtar Ahmed1

1

Publication Date: 2023/10/05

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.

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

PDF: https://ijirst.demo4.arinfotech.co/assets/upload/files/IJISRT23SEP1471.pdf

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