Face recognition based on fuzzy probabilistic SOM
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ArticleDescription: 1 archivo (507,5 KB)Subject(s): Online resources: Summary: 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.
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Capítulo de libro
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Biblioteca de la Facultad de Informática | Biblioteca digital | A0350 (Browse shelf(Opens below)) | Link to resource | No corresponde |
Formato de archivo: PDF. -- Este documento es producción intelectual de la Facultad de Informática - UNLP (Colección BIPA/Biblioteca)
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.
Joint IFSA World Congress and NAFIPS Annual Meeting (2013 jun. 24-28 : Edmonton, Canadá). Proceedings. IEEE, 2013, pp. 310-314