Innovative applications of associative morphological memories for image processing and pattern recognition.

Título inglés	Innovative applications of associative morphological memories for image processing and pattern recognition.
Título español	Aplicaciones innovadoras de las memorias morfológicas asociativas en procesamiento de imagen y reconocimiento de patrones.
Autor/es	Graña, Manuel ; Sussner, Peter ; Ritter, Gerhard
Organización	Dep. CCIA Univ. País Vasco, San Sebastián, España;Inst. Mat. Stat Sci. Comp. State Univ. Campinas, Campinas, Brasil;Cent. Comp. Vision Visual. Univ. Florida, Gainesville (Florida), Estados Unidos
Revista	1134-5632
Publicación	2003, 10 (2-3): 155-168, 24 Ref.
Tipo de documento	articulo
Idioma	Inglés
Resumen inglés	Morphological Associative Memories have been proposed for some image denoising applications. They can be applied to other less restricted domains, like image retrieval and hyperspectral image unsupervised segmentation. In this paper we present these applications. In both cases the key idea is that Autoassociative Morphological Memories selective sensitivity to erosive and dilative noise can be applied to detect the morphological independence between patterns. Linear unmixing based on the sets of morphological independent patterns define a feature extraction process that is the basis for the image processing applications. We discuss some experimental results on the fish shape data base and on a synthetic hyperspectral image, including the comparison with other linear feature extraction algorithms (ICA and CCA).
Clasificación UNESCO	110208
Palabras clave español	Lógica difusa ; Redes neuronales ; Procesamiento de imágenes ; Reconocimiento de patrones
Código MathReviews	MR2052479
Código Z-Math	Zbl 1086.68650
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