Abstract
In this paper, a system that uses smaller time in the detection of one person in one environment with controlled light is proposed. To reach this result the following 3 steps are used: 1) Detection of the movement; this fact consist in detecting the object (the object is a person); 2) Detecting of the face, the face is found in one image in movement, considering a camera and a fuzzy neural network. 3) Detecting of the person in movement. The camera is moved in the direction of the person in movement using the prediction of the position using the Kalman filter algorithm. This system is implemented in real time.
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References
Baron, R.J.: Mechanisms of Human Facial Recognition. International Journal in Man 15, 137–178 (1981)
Barron, J.L., Fleet, D.J., Beauchemin, S.S.: Performance Optical Flow
Bledsoe, W.W.: Man Machine Facial Recognition. Technical Report, Palo Alto California (1966)
Castleman, K.R.: Digital Image Processing. Prentice-Hall, Englewood Cliffs (1996)
Cesar, D.: Seguimiento de Objetos Por Medio de Visión activa. Technical Report of the INAOE (2002)
Davies, G.M., Ellis, H.D., Shepherd, J.W. (eds.): Perceiving and Remembering Faces. Academic Press Series in Cognition and Perception. Academic Press, London (1981)
Diccionario, L.E.: Diccionario de la Real Academia Española. Vigésima Segunda Edición (2001)
Froba, B., Ernst, A.: Face Detection with the Modified Census Transform. In: Sixth IEEE International Conference Automatic Face and Gesture Recognition, pp. 91–96 (2004)
Garcia, C., Delakis, M.: A Neural Architecture for Fast and Robust Face Detection. In: IEEE IAPR International Conference on Pattern Recognition, vol. 2, pp. 40–43 (2002)
Gonzalo, P.: Vision Por Computadora. Editorial Alfaomega (2002)
Hamouz, M., Kittler, J., Kamarainen, J.K., Palanen, P., Kalviainen, H.: Affine Invariant Face Detection and Localization Using Gmm-Based Feature Detector and Enhanced Aparence Model. In: Sixth IEEE International Conference on Automatic Face and Gesture Recognition, pp. 67–72 (2004)
Haralick, R.M., Shapiro, L.G.: Computer and Robot Vision. Addison-Wesley, Reading (1992)
Hartley, R.I., Zisserman, A.: Multiple View Gometry in Computer Vision. Cambridge University Press, Cambridge (2000)
Hichen, S., Bougemma, N.: Coarce to Fine Face Detection Based on Kkin Color Adaptation. INRIA France, http://www-rocq.inria.fr/imedia
Kongqiao, W.: Automatical Face Detection in Images with Complex Background. Neural Networks and Signal Processing 2, 1027–1030 (2003)
Kuo, B.C.: Sistemas de Control Digital. Editorial CECSA (1996)
Malasne, N., Yang, F., Paindavoine, M.: Real Time Implementation of a Face Tracking. IEEE Transactions on Neural Networks 14 (2003)
Martines, R.K.: Control de Movimientos de Robots Manipuladores. Editorial Prentice Hall, Englewood Cliffs (2003)
Rafael, J.: Diseño del Control de un Robot de dos Grados de Libertad Para Aplicaciones de Seguimiento de Objetos. Technical Report of the INAOE (2003)
Rowley, H.A., Baluja, S., Takeo, K.: Neural Network-Based Face Detection. IEEE Transactions on Analysis and Machine Intelligence 20, 23–38 (1998)
Shing, Y., Jang, R.: Neuro Fuzzy and Soft Computing. Editorial Prentice Hall, Englewood Cliffs (1997)
Siyan, K.: Windows 2000 TCP/IP. Prentice-Hall, Englewood Cliffs (2001)
Taylor, W.K.: Machine Learning and Recognition of Faces. Electronics Letters 3, 436–437 (1967)
Welch, G., Bishop, G.: An Introduction to the Kalman Filter. Department of Computer Science, University of North California at Chapel Hill
Yang, M., Kriegman, D.J., Narendra, A.: Detecting Faces in Images: A Survey. IEEE Transactions on Pattern Analysis and Machine Intelligence 24 (2002)
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Martínez, J.P., de Jesús Rubio Avila, J., Campos, J.G. (2009). Detection and Following of a Face in Movement Using a Neural Network. In: Wang, H., Shen, Y., Huang, T., Zeng, Z. (eds) The Sixth International Symposium on Neural Networks (ISNN 2009). Advances in Intelligent and Soft Computing, vol 56. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-01216-7_50
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DOI: https://doi.org/10.1007/978-3-642-01216-7_50
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