Abstract
Over the last decades video vigilance systems have experienced a considerable growth in public and private environments.This is true due to the increasing need of keeping areas safe in order to serve visitors. This work presents the design of an automated vigilance system using facial recognition. The system runs a real time comparison of data gathered through high definition cameras and stored information off authorized personnel for an specific area. The system generates different types of alerts depending on the event occurring at the time of comparison. The system was developed using Matlab simulations using Simulink. The simulations shows how the facial recognition works when detecting a non authorized person and the alerts triggered when this type of event occurs.
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References
Aguerrebere Otegui, C., Capdehourat Longres, G., Delbracio Bentancor, M., Mateu Graside, M.: Proyecto aguará, Reconocimiento de caras (2006)
Bronstein, A.M., Bronstein, M.M., Kimmel, R., Spira, A.: 3D face recognition without facial surface reconstruction. Technical report, Computer Science Department, Technion (2003)
Cabello, E., Conde, C., Rodriguez, L.: Detección automática de conductas sospechosas, pp. 21–48 (2009)
Cabello Pardos, E.: Técnicas de reconocimiento facial mediante redes neuronales. Ph.D. thesis, Informatica (2004)
Etemad, K., Chellappa, R.: Discriminant analysis for recognition of human face images. JOSA A 14(8), 1724–1733 (1997)
Gaggioli, D.N., Azpeitía, O., Di, P.: Debates sobre procedimientos de deteccion de conductas sospechosas en AVSEC, November 2014
Iborra, M.J.A.: Análisis comparativo de métodos basados en subespacios aplicados al reconocimiento de caras. Universidad. de Valencia (2006)
Jiménez, C.G., Virginia, C.: Diseño y desarrollo de un sistema de reconocimiento de caras. Universidad Carlos III de Madrid (2009)
Olguín, D.E.E., Guillen, P.I.J.: Reconocimiento facial (2015)
Ottado, G.: Reconocimiento de caras: Eigenfaces y fisherfaces (2010)
Parmar, D.N., Mehta, B.B.: Face recognition methods & applications. arXiv preprint arXiv:1403.0485 (2014)
Polo Herráez, R.: Etiquetado de elementos en entornos urbanos mediante visión estéreo y redes neuronales. Master’s thesis (2013)
Wiskott, L., Krüger, N., Kuiger, N., Von Der Malsburg, C.: Face recognition by elastic bunch graph matching. IEEE Trans. Pattern Anal. Mach. Intell. 19(7), 775–779 (1997)
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Nuñez-Unda, A., Aguirre, J., Canizalez, B., Pinos, V., Medina, S., Zurita, R. (2018). Design of a Facial Recognition Intelligent System for Non-authorized Person Detection Using High Definition Cameras. In: Gervasi, O., et al. Computational Science and Its Applications – ICCSA 2018. ICCSA 2018. Lecture Notes in Computer Science(), vol 10960. Springer, Cham. https://doi.org/10.1007/978-3-319-95162-1_48
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DOI: https://doi.org/10.1007/978-3-319-95162-1_48
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