Abstract
Our goal is to realize a robust, real-time, autonomous and compact perception system for a multisensor robot. It is suggested that such a perception system should rely on a set of basic modules called reflex operators. These operators perform region of interest extraction in preeattentive mode and contribute to object identification in attentive mode. In this paper, we focus on vision reflex operators and their hardware implementation for which we propose an original approach. Vision automata are emulated in real-time using a data-flow machine dedicated to image processing with its associated functional programming langage. Emulation step provides hardware ressource information for subsequent VLSI integration.
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References
J. Aloimonos, I. Weiss, A. Bandyopadhyay: Active vision. International journal of Computer Vision, pp. 333–356, 1988.
K.P. Arvind, D.E. Culler: Dataflow architectures. Annual Reviews in Computer Science, vol. 1, Palto Alto CA, Annual Reviews Inc 1986, pp.225–253.
J. Backus: Can programming be liberated from Von Neumann style? A functional style and its algebra of programs. Comm. of ACM, vol. 21, no 8, August 1978.
R. Bajcsy: Active perception. Proceedings of the IEEE, vol. 76, no 8, pp. 996–1005, August 1988.
D. H. Ballard: Behavioural constraints on animate vision. Image and Vision Computing, vol 7, no 1, pp. 3–9, February 1989.
D. H. Ballard: Animate vision. Artificial Intelligence, vol 48, pp. 57–86, 1991.
R.A. Brooks: A robust layered control system for a mobile robot. IEEE Journal of Robotics and Automation, vol. RA-2, no. 1, pp. 14–23, March 1986.
C. Brown: Gaze controls cooperating through prediction. Image and Vision Computing, pp. 10–17, vol. 8, no. 1, February 1990.
P. J. Burt: Attention mechanisms for vision in a dynamic world. 9th International Conference on Pattern Recognition, pp. 977–987, Rome, Italy, November 1988.
J.B. Dennis: Data-flow supercomputers. Computer, vol. 13, pp. 48–56, November 1980.
E. Merlet: Développement d'une bibliothèque de programmes de traitement d'images en temps réel pour un co-processeur basé sur un réseau de transputers. ETCA/CREA/SP Internal Report.
U. Neisser: Cognitive psychology. Appleton Century Crofts, New York, 1967.
G. Quenot, B. Zavidovique: A data-flow processor for low-level real-time image processing. IEEE Custom Integrated Circuit Conference-91, San Diego CA, 13–16 May 1991.
G. Quenot, J. Serot, B. Zavidovique: Functional programming on a data-flow architecture. applications in real-time image processing. Journal of Machine Vision Applications, to be published.
A. Safir, B. Zavidovique: On the synthesis of specific image processing automata form emulation results. EURO ASIC 1989.
A. Safir, B. Zavidovique: Towards a global solution to high level synthesis problems. IFIP 1990.
J. Serot, G. Quenot: Real time image processing using functional programming on a data-flow architecture. Computer Architecture for Machine Perception, pp.33–44, Paris, France, December 1991.
S. J. Thorpe: Traitement d'image par le système visuel de l'homme. Traitement d'Images: du Pixel à l'Interprétation, 2ème atelier scientifique, pp. IX-1–IX-12, Aussois, France, April 1988.
A. Treisman: L'identification des objets visuels. Pour la Science, pp. 50–60, January 1987.
F. Verdier, A. Safir, B. Zavidovique A high level synthesis algorithm including constraints. Eighteenth EUROMICRO Conference 92, Paris, France, September 1992, to be published.
N. Weisstein, C. S. Harris: Visual detection of line segments: an object-superiority effect. Science, vol. 186, pp. 752–755, November 1974.
B. Zavidovique, Image Processing Algorithmy Team: Des systèmes R.A.R.E. (Rapides, Autonomes, Robutes, Embarquables). Conference Invitee, Journées Sciences et Défense, Paris-La Villette, France, May 1990.
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© 1992 Springer-Verlag Berlin Heidelberg
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Coutelle, C., Fortunel, C., Eccher, M., Zavidovique, B. (1992). Vision reflex operators. In: Nakamura, A., Nivat, M., Saoudi, A., Wang, P.S.P., Inoue, K. (eds) Parallel Image Analysis. ICPIA 1992. Lecture Notes in Computer Science, vol 654. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-56346-6_32
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DOI: https://doi.org/10.1007/3-540-56346-6_32
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