A colour space based on the image content

Javier Vazquez*, Maria Vanrell, Anna Salvatella, Eduard Vazquez

*Autor correspondiente de este trabajo

Producción científica: Capítulo de libroCapítuloInvestigaciónrevisión exhaustiva

1 Cita (Scopus)

Resumen

The main goal of this paper is to define a new colour space that represents the colour information of the image in such a way to give a more coherent spatio-chromatic representation. This space can allow to improve the performance of the algorithms of blob detection. To build the space we base colour representation on the ridges of the colour image distribution since it has been proved that they capture the essential colours of the image. Then we will define a colour space where each channel depends on one of the ridges. Finally, to select the essential channels we apply a Constraint Satisfaction algorithm that allows to get a reduced number of channels minimizing the correlation between them.

Idioma originalInglés
Título de la publicación alojadaArtificial Intelligence Research and Development
Páginas205-212
Número de páginas8
EstadoPublicada - 2007

Serie de la publicación

NombreFrontiers in Artificial Intelligence and Applications
Volumen163
ISSN (versión impresa)0922-6389

Huella

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