Testing the Differences of using RGB and HSV Histograms during Evolution in Evolutionary Art
Pablo García‐Sánchez, Juan Julián Merelo, D. Calandria, Ana Belén Pelegrina, Rubén Morcillo, F. Palacio, Rubén Héctor García‐Ortega · 2013
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.