Testing the Differences of using RGB and HSV Histograms during Evolution in Evolutionary Art

P. García-Sánchez, J. J. Merelo, D. Calandria, A. B. Pelegrina, R. Morcillo, F. Palacio, R. H. García-Ortega

2013

Abstract

This paper compares the use of RGB and HSV histograms during the execution of an Evolutionary Algorithm. This algorithm generates abstract images that try to match the histograms of a target image. Three different fitness functions have been used to compare: the differences between the individual with the RGB histogram of the test image, the HSV histogram, and an average of the two histograms at the same time. Results show that the HSV fitness also increases the similarities of the RGB (and therefore, the average) more than the other two measures.

Paper Citation

in Harvard Style

García-Sánchez P., Merelo J., Calandria D., Pelegrina A., Morcillo R., Palacio F. and García-Ortega R. (2013). Testing the Differences of using RGB and HSV Histograms during Evolution in Evolutionary Art . In Proceedings of the 5th International Joint Conference on Computational Intelligence - Volume 1: ECTA, (IJCCI 2013) ISBN 978-989-8565-77-8, pages 168-174. DOI: 10.5220/0004629701680174

in Bibtex Style

@conference{ecta13,
author={P. García-Sánchez and J. J. Merelo and D. Calandria and A. B. Pelegrina and R. Morcillo and F. Palacio and R. H. García-Ortega},
title={Testing the Differences of using RGB and HSV Histograms during Evolution in Evolutionary Art},
booktitle={Proceedings of the 5th International Joint Conference on Computational Intelligence - Volume 1: ECTA, (IJCCI 2013)},
year={2013},
pages={168-174},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004629701680174},
isbn={978-989-8565-77-8},
}

in EndNote Style

TY - CONF
JO - Proceedings of the 5th International Joint Conference on Computational Intelligence - Volume 1: ECTA, (IJCCI 2013)
TI - Testing the Differences of using RGB and HSV Histograms during Evolution in Evolutionary Art
SN - 978-989-8565-77-8
AU - García-Sánchez P.
AU - Merelo J.
AU - Calandria D.
AU - Pelegrina A.
AU - Morcillo R.
AU - Palacio F.
AU - García-Ortega R.
PY - 2013
SP - 168
EP - 174
DO - 10.5220/0004629701680174