TWO APPROACHES FOR A SERVOMECHANISM CONTROL SYSTEM USING COMPUTER VISION
João Manuel R. S. Tavares, Ricardo Ferreira, Francisco Freitas
2004
Abstract
In this paper a servomechanism vision control system, based on hand language, is presented. The control images are acquired by a generic webcam and processed, in the working phase, in quasi real time. For this processing, two approaches were considered: in the first one, we used the object control moments to identify the desired order; in the second approach, we used image control orientation histograms. In both approaches, the preset orders images to be considered are acquired in the learning phase. The used servomechanism and the two approaches used for the vision control system are described and some advantages and weakness of each one are indicated. An example of an images control order set, which works satisfactory, is also presented and some conclusions and future work are also addressed.
References
- Blake, 1993. A. Blake, R. Curwen, A. Zisserman, “A Framework for Spatiotemporal Control in the Tracking of Visual Contours”, International Journal of Computer Vision, 11(2), p. 127/145, 1993.
- Blake, 1998. A. Blake, M. Isard, “Active Contours”, Springer-Verlag, 1998.
- Freeman, 1995. W. T. Freeman, M. Roth, “Orientation histograms for hand gesture recognition”, IEEE Intl. Workshp. on Automatic Face and Gesture Recognition, Zurich, June, 1995.
- Freeman, 1996. W. T. Freeman, K. Tanaka, J. Ohta, K. Kyuma, “Computer Vision for Computer Games”, In 2nd International Conference on Automatic Face and Gesture Recognition, Killington, VT, USA. IEEE, 1996.
- Freeman, 1998. W. T. Freeman, D. B. Anderson, P. A. Beardsley, C. N. Dodge, M. Roth, C. D. Weissman, W. S. Yerazunis, H. Kage, K. Kyuma, Y. Miyake, K. Tanaka, “Computer Vision for Interactive Computer Graphics”, IEEE Computer Graphics and Applications, Vol. 18, No. 3, pp. 42-53, May-June 1998.
- Freeman, 1999. W. T. Freeman, P. A. Beardsley, H. Kage, K. Tanaka, K. Kyuma, C. D. Weissman, “Computer Vision for Computer Interaction”, SIGGRAPH Computer Graphics Magazine, November 1999.
- Jain, 1995. R. Jain, R. Kasturi, B. G. Schunk, Brian G., “Machine Vision”, McGraw-Hill International Editions, Computer Science Series, 1995.
- Richter, 1998. J. Richter, “Advanced Windows”, Microsoft Press, 1998.
- Tavares, 1995. J. Tavares, MSc Thesis: “Obtenção de Estrutura Tridimensional a Partir de Movimento de Câmara”, FEUP, 1995.
- Tavares, 2000. J. Tavares, PhD Thesis: “Análise de Movimento de Corpos Deformáveis usando Visão Computacional”, FEUP, 2000.
- Young, 1998. M. J. Young, “Mastering Microsoft Visual C++ 6”, Sybex, 1998.
Paper Citation
in Harvard Style
Manuel R. S. Tavares J., Ferreira R. and Freitas F. (2004). TWO APPROACHES FOR A SERVOMECHANISM CONTROL SYSTEM USING COMPUTER VISION . In Proceedings of the First International Conference on Informatics in Control, Automation and Robotics - Volume 2: ICINCO, ISBN 972-8865-12-0, pages 406-409. DOI: 10.5220/0001126704060409
in Bibtex Style
@conference{icinco04,
author={João Manuel R. S. Tavares and Ricardo Ferreira and Francisco Freitas},
title={TWO APPROACHES FOR A SERVOMECHANISM CONTROL SYSTEM USING COMPUTER VISION},
booktitle={Proceedings of the First International Conference on Informatics in Control, Automation and Robotics - Volume 2: ICINCO,},
year={2004},
pages={406-409},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001126704060409},
isbn={972-8865-12-0},
}
in EndNote Style
TY - CONF
JO - Proceedings of the First International Conference on Informatics in Control, Automation and Robotics - Volume 2: ICINCO,
TI - TWO APPROACHES FOR A SERVOMECHANISM CONTROL SYSTEM USING COMPUTER VISION
SN - 972-8865-12-0
AU - Manuel R. S. Tavares J.
AU - Ferreira R.
AU - Freitas F.
PY - 2004
SP - 406
EP - 409
DO - 10.5220/0001126704060409