Face recognition based on fuzzy probabilistic SOM

Título:

Face recognition based on fuzzy probabilistic SOM

Autor:

Lanzarini, Laura Cristina

Colaboradores:

; Ronchetti, Franco; Estrebou, César Armando; Lens, Luciana; Fernández Bariviera, Aurelio

Temas:

REDES NEURONALESRECONOCIMIENTO DE PATRONES

En:

Joint IFSA World Congress and NAFIPS Annual Meeting (2013 jun. 24-28 : Edmonton, Canadá). Proceedings. IEEE, 2013, pp. 310-314

Resumen:

Face recognition is a topic of great interest in different areas, especially those related to security. The identification of a person by the image of her face is a difficult task because of changes experienced by the face due to various factors, such as facial expression, aging and even the lighting. This paper presents a new face recognition technique based on the combination of a competitive fuzzy neural network and a probabilistic decision criterion. The results of this technique on two images database offer satisfactory results. We also discuss the limitations of the proposed technique and future research lines.

URL/DOI:

http://dx.doi.org/10.1109/IFSA-NAFIPS.2013.6608418

Medio:

Soporte electrónico

Tipo de documento:

Artículo

Descripción física:

1 archivo (507,5 KB)

Idioma:

Inglés

Publicación:

IEEE Press, 2013

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