Ordering of the RGB space with a growing self-organizing network: application to color mathematical morphology
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Título: | Ordering of the RGB space with a growing self-organizing network: application to color mathematical morphology |
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Autor/es: | Flórez-Revuelta, Francisco |
Grupo/s de investigación o GITE: | Informática Industrial y Redes de Computadores | Domótica y Ambientes Inteligentes |
Centro, Departamento o Servicio: | Universidad de Alicante. Departamento de Tecnología Informática y Computación |
Palabras clave: | Mathematical morphology | RGB colour space | Self-organizing neural network | Growing Cell Structure | Topology preservation |
Área/s de conocimiento: | Arquitectura y Tecnología de Computadores |
Fecha de publicación: | 2005 |
Editor: | Springer |
Cita bibliográfica: | FLÓREZ REVUELTA, Francisco. "Ordering of the RGB space with a growing self-organizing network: application to color mathematical morphology". En: Artificial neural networks : biological inspirations, ICANN 2005 : 15th International Conference, Warsaw, Poland, September 11-15, 2005 : proceedings, part I. Berlin : Springer, 2005. (Lecture Notes in Computer Science; 3696). ISBN 978-3-540-28752-0, pp. 385-390 |
Resumen: | Mathematical morphology is broadly used in image processing, but it is mainly restricted to binary or greyscale images. Extension to color images is not straightforward due to the need of application to an ordered space with an infimum and a supremum. In this paper a new approach for the ordering of the RGB space is presented. The adaptation of a linear growing self-organizing network to the three-dimensional color space allows the definition of an order relationship among colors. This adaptation is measured with the topographic product to guarantee a good topology-preservation of the RGB space. Once an order has been established, several examples of application of mathematical morphology operations to color images are presented. |
Patrocinador/es: | This work has been partially funded by the Spanish Ministry of Science and Technology under project DPI2002-04434-C04-01. |
URI: | http://hdl.handle.net/10045/17466 |
ISBN: | 978-3-540-28752-0 |
ISSN: | 0302-9743 (Print) | 1611-3349 (Online) |
DOI: | 10.1007/11550822_60 |
Idioma: | eng |
Tipo: | info:eu-repo/semantics/article |
Derechos: | The original publication is available at www.springerlink.com |
Revisión científica: | si |
Versión del editor: | http://dx.doi.org/10.1007/11550822_60 |
Aparece en las colecciones: | INV - DAI - Artículos de Revistas INV - AmI4AHA - Artículos de Revistas |
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fflorez_final.pdf | Versión final (acceso restringido) | 650,91 kB | Adobe PDF | Abrir Solicitar una copia |
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