Skip to main content

Towards a Vision System for a Domestic Robot

  • Conference paper
  • 104 Accesses

Résumé

We shall discuss a way to set up a reliable 3D office scene recognition and interpretation scheme for a home robot with the use of articicial vision only. It is a very difficult problem which has been studied by numerous scientists for many years. We do not pretend to describe the solution of this problem in the present paper, but simply to express our State of mind. Our efforts are concentrated on the manner to produce a well posed problem and on the use of an analysis/synthesis feedback loop in order to solve it. It is expected to produce a more robust solution than the visual open loop solutions already available in the literature.

This is a preview of subscription content, log in via an institution.

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. A. GAGALOWICZ — “Collaboration Between Computer Graphics and Computer Vision”, Progress in Image Analysis and Processing II, edited by World Publishing, pp. 229–258, 1992.

    Google Scholar 

  2. A. GAGALOWICZ — “Comment Donner Le Sens de la perception Visuelle à un Robot Domestique”, Numéro spécial du Courrier du CNRS sur l’Informatique, Février 1992.

    Google Scholar 

  3. B. ZAVIDOVIQUE, T. BERNARD — “Generic Functions for On-chip Vision”, Proc. of IEEE Int. Conf. on Pattern Recognition ICPR 92, T.e Hague, The Netherlands, pp 1–10, 1992.

    Google Scholar 

  4. A. ACKAH-MIEZAN, A. GAGALOWICZ — “Discrete Models for Energy Mnimizing Segmentation”, ICCV’93 Conference, pp. 200–207, 1993.

    Google Scholar 

  5. J. FELDMAR, G. JOURDAN — “Vision Stéréoscopique: Reconstruction Géométrique et Reconnaissance de Modèles”, Rapport de DEA, INRIA, 1992.

    Google Scholar 

  6. V. MEAS-YEDID — “Construction Interactive de Modèles Géométriques de Scène”, Rapport de Stage, ESIEA, 1992.

    Google Scholar 

  7. A. GAGALOWICZ — “Coopération entre l’Analyse et la Synthèse d’Images”, Invited Conference at RFIA 89, Paris, pp. 1727–1758, 1989.

    Google Scholar 

  8. G. TOSCANI — “Système de Calibration Optique et Perception du Mouvement en Vision Artificielle”, Thèse de Docteur de 3ème cycle, Paris, Orsay, 1987.

    Google Scholar 

  9. O. FAUGERAS — “What Can Be Seen in Three Dimensions With an Uncalibrated Stereorig”, Proceedings of the 2-nd European Conference on Computer Vision, G. Sandini (réd.), Springer Verlag, Lecture notes in Computer Science, 588, pp. 563–578, May 1992.

    Google Scholar 

  10. J. FELDMAR, A. GAGALOWICZ, G. JOURDAN — “Stereo Reconstruction and 3D Recognition of Polyhedral Occluded Scenes”, in preparation.

    Google Scholar 

  11. E. GRIMSON — “Object Recognition by Computer”, MIT Press, 1990.

    Google Scholar 

  12. O. FAUGERAS, M. HEBERT — “The Representation Recognition and Locating of 3D Objets”, International Journal of Robotics Research, Vol. 5, No 3, 1986.

    Google Scholar 

  13. N.A.M. HOOTSMANS S. DUBOWSKY — “Large Motion Control of Mobile Manipulators Including Vehicule Suspension Characteristics”, Proceedings of 1991 International Conference on Robotics and Automation. Sacramento, CA, pp. 2336–2341, April 1991.

    Google Scholar 

  14. S. DUBOWSKY, P.Y. GU, J.F. DECK — “The Dynamic Analysis of Flexibility in Mobile Robotic Manupilator Systems”, Proceedings of the Eight World Congress on the Theory of Machines and Mechanism. Prague Czechoslovakia, pp. 9 - 12, Vol. 1, August 1991.

    Google Scholar 

  15. V. KUMAR, X. YUN, E. PALJUG, N. SARKAR — “Control of Contact Conditions for Manupilation with Multiple Robotic Systems”, Proceedings of 1991 International Conference on Robotics and Automation, Sacra- mento, CA, pp. 170–175, April 1991.

    Google Scholar 

  16. E.H. ADELSON, A.P. PENTLAND — “The Perception of Shading and Reflectance”, Vision and Modeling Technical Report 140, MIT Media Laboratory, October 25 1990.

    Google Scholar 

  17. M.S. DREW, B.V. HUNT — “Calculating Surface Reflectance Using a Single-Bounce Model of Mutual Reflection”, Third International Conference in Computer Vision, Osaka, Japan, 394–399, Dec. 4–7 1990.

    Google Scholar 

  18. K. IKEUCHI, K. SATO — “Determining Reflectance Parameters using Range and Brightness Images”, Third International Conference in Computer Vision, Osaka, Japon, pp. 12–20, Dec. 4–7 1990.

    Google Scholar 

  19. S.K. NAYAR, K. IKEUCHI, T. KANADE — “Determining Shape and Reflectance of Hydrid Surfaces by Photometrie Sampling”, IEEE Transactions on Robotics and Automation, Vol. 6, No 4, pp. 418–437, August 1990.

    Article  Google Scholar 

  20. H.D. TAGARE, R.J.P. DEFIGUEIREDO — “A Theory of Photometric Stereo for a Class of Diffuse non-Lambertian Surfaces”, IEEE Transcations on Pattern Analysis and Machine Intelligence, 13 (2): 133–152, February 1991.

    Article  Google Scholar 

  21. Q. ZHENG, R. CHELLAPPA — “Estimation of Illuminant Direction, Albedo, and Shape From Shading”, IEEE Transcations on Pattern Analysis and Machine Intelligence, 13 (7): pp. 680–702, July 1991.

    Article  Google Scholar 

  22. A. ACKAH-MIEZAN, A. GAGALOWICZ — “Energy minnimizing Segmentation of an Image”, Processing of International Symposium on Computer and Information Science, ISCIS VII, Antalya, Turkey, pp. 631–634, 2–4 November 1992.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 1995 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Gagalowicz, A. (1995). Towards a Vision System for a Domestic Robot. In: Straßer, W., Wahl, F. (eds) Graphics and Robotics. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-79210-6_15

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-79210-6_15

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-58358-5

  • Online ISBN: 978-3-642-79210-6

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics