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Authors: P. García-Sánchez 1 ; J. J. Merelo 1 ; D. Calandria 2 ; A. B. Pelegrina 1 ; R. Morcillo 1 ; F. Palacio 1 and R. H. García-Ortega 3

Affiliations: 1 University of Granada, Spain ; 2 Proenium, Spain ; 3 Fundación I+D del Software Libre, Spain

Keyword(s): Evolutionary Art, HSV, RGB, Processing.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Computational Intelligence ; Evolutionary Art and Design ; Evolutionary Computing ; Genetic Algorithms ; Informatics in Control, Automation and Robotics ; Intelligent Control Systems and Optimization ; Soft Computing

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.

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Paper citation in several formats:
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 (IJCCI 2013) - ECTA; ISBN 978-989-8565-77-8; ISSN 2184-3236, SciTePress, pages 168-174. DOI: 10.5220/0004629701680174

@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 (IJCCI 2013) - ECTA},
year={2013},
pages={168-174},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004629701680174},
isbn={978-989-8565-77-8},
issn={2184-3236},
}

TY - CONF

JO - Proceedings of the 5th International Joint Conference on Computational Intelligence (IJCCI 2013) - ECTA
TI - Testing the Differences of using RGB and HSV Histograms during Evolution in Evolutionary Art
SN - 978-989-8565-77-8
IS - 2184-3236
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
PB - SciTePress

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