Abstract
In this paper, we describe an application of biometric recognition that is structured basically with three inputs: the hand geometry, voice and image. The hand geometry is given by an image of “the palm” of the hand with a 480x640 size which is preprocessed with a feature extraction that uses computer vision techniques and with certain features we recognize the individual. After that we preprocessed the image and get some variables as the fingers, palm, wrist, also a segment of the palm; they appear to be from a with a fuzzy system that will tell us how much they seemed to a certain person, comparing each variable given by the preprocessing of the image according to the data base that its already stored (all the images of the individuals, voice, etc.).
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References
Bishop, C.M.: Neuronal networks for pattern recognition. Oxford Press (1995)
Chen, G., Phan, T.T.: Introduction to Fuzzy Sets. In: Fuzzy Logic and Fuzzy Control Systems. CRC Press, USA (2000)
Lecanda, E., Irigoyen, E.: Sistemas biométricos, Universidad del País Vasco, Escuela Superior de Ingenieros (2004)
Meyer, E.A.: Glosario de términos técnicos, Entrada P, pattern recognition. Grupo de Informática Aplicada al Inglés Técnico, Argentina, bajo la licencia de documentación libre GNU (1995)
Gran enciclopedia Larousse Planeta S.A. Barcelona, Spain (1969)
Gray, H.: Anatomy descriptive and surgical. Gramercy Books, Nueva York (1977)
Lee, H.C., Gaensslen, R.E., et al.: Advances in Fingerprint Technology Elsevier, 1991. CRC Press LLC., USA (1994)
Jan, J., Sun, J., Mizutani, E.: Neuro-Fuzzy and soft computing: a computational approach to learning and machine Intelligence. Prentice Hall, Englewood Cliffs (1997)
Woodward, J.D.: Biometrics: Privacy’s Friend. Proc. IEEE Special Issue on Automated biometrics 85(9), 1480–1492 (1997)
Jang, J-s.R.: Neuro-Fuzzy and Soft Computing: a computational approach to learning and machine intelligence
Mendel, J.M.: UNCERTAIN Rule-Based Fuzzy Logic Systems. In: Introduction and New Directions. Prentice Hall, Englewood Cliffs (2001)
Fukunaga, K.: Statistical Pattern recognition, 2nd edn. Academic Press, London (1990)
Acosta, M.I., Salazar, H., Zuluaga, C.A.: Tutorial de Redes Neuronales, Universidad Tecnológica de Pereira, Facultad de Ingeniería Eléctrica (2000), http://ohm.utp.edu.co/paginas/docencia/neuronales/
Mateos, M.T. Juan, A., Pizarro, S.: Tecnologías biométricas aplicadas a la seguridad, Editorial Alfa omega, ISBN 970-15-1128-X
Soto Castro, M.G.: Thesis Reconocimiento de rostro y voz en tiempo real utilizando redes neuronales artificiales, Instituto Tecnológico de Tijuana (2006)
Barley, N.: El antropologo inocente. In: Notas desde una choza de barro, Anagrama (1989)
Peter Pacheco.: Parallel Programming with MPI. (Deiciembre de 2005), http://www.cs.usfca.edu/mpi.html.
Melin, P., Castillo, O.: Hybrid Intelligent Systems for Pattern Recognition (2005)
Clarke, R.: Human identification for information System: Management Challenges and Public Policy Issues. Info. Technol. People 7(4), 6–37 (1994)
Schalkoff, R.: Pattern recognition: Statistical, structural and neuronal approaches. John Wiley & Sons, Chichester (1992)
Seix, M. Bernando: Estudio de redes neuronales modulares para el modelado de sistemas dinámicos no lineales, Universidad UPC (febrero 2006), http://www.tdc.cesca.es/TDX-0726101-162142/
Shorlemmer, M.: Tutorial básico sobre redes neuronales. In: Artificial Intelligence Research Institute, Barcelona, Spain (1995)
Nordstrom, T.: Highly Parallel Computers for Artificial Neural Networks. PhD Thesis. Division of Computer Science & Engineering. Luleå University of Technology, Sweden
Universidad de Antoquia, Facultad de ingeniería, Redes Neuronales (2004), http://ingenieria.udea.edu.co/investigacion/mecatronica/mectronics/redes.htm
Universidad Politécnica de Madrid E.S.T.I. de telecomunicaciones (2005)
Zadeh, L.A.: Knowledge representation in Fuzzy Logic. IEEE Transactions on knowledge data engineering 1, 89 (1989)
Zadeh, L.A.: Fuzzy sets, Information & Control, Fuzzy logic. IEEE Computer 8 (1975)
Zadeh, L.A.: Fuzzy Logic = Computing with Words. IEEE Transactions on Fuzzy Systems 4(2), 103 (1996)
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Salazar-Tejeda, P.A., Melin, P., Castillo, O. (2008). A New Biometric Recognition Technique Based on Hand Geometry and Voice Using Neural Networks and Fuzzy Logic. In: Castillo, O., Melin, P., Kacprzyk, J., Pedrycz, W. (eds) Soft Computing for Hybrid Intelligent Systems. Studies in Computational Intelligence, vol 154. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-70812-4_10
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DOI: https://doi.org/10.1007/978-3-540-70812-4_10
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