Face recognition based on fuzzy probabilistic SOM
| Autor Principal: | |
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| Otros autores o Colaboradores: | , , , |
| Formato: | Capítulo de libro |
| Lengua: | inglés |
| Temas: | |
| Acceso en línea: | http://dx.doi.org/10.1109/IFSA-NAFIPS.2013.6608418 Consultar en el Cátalogo |
| 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. |
| Notas: | Formato de archivo: PDF. -- Este documento es producción intelectual de la Facultad de Informática - UNLP (Colección BIPA/Biblioteca) |
| Descripción Física: | 1 archivo (507,5 KB) |
| DOI: | 10.1109/IFSA-NAFIPS.2013.6608418 |