Skip to main content

Shape recovery from one image under multiple light sources

  • Poster Session I
  • Conference paper
  • First Online:
Computer Vision — ACCV'98 (ACCV 1998)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 1351))

Included in the following conference series:

Abstract

In this paper, we propose a rectangular light source model and a novel method for recovering surface shape from one image under multiple planar light sources using shape-from-shading(SFS). This method can be extended to the case of multiple sources of different shapes [16, 15] . In indoor environments, the exact 3D positions (usually on the ceiling or walls) of the light sources are known. Assuming that the target object is small relative to the distances from the sources, we have derived a reflectance map for the Lambertian surface of an object. Hence, the shape recovery can be performed using SFS technique. This is a significant step towards the application of SFS in uncontrolled practical environments. Our method is verified by many examples of simulations and real experiments and the results are good.

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

Access this chapter

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. P. B. ans A. Spizzichino. “The Scattering of Electromagnetic Waves from Rough Surfaces”. Pergamon Press Oxford, 1963.

    Google Scholar 

  2. M. Bichsel and A. Pentland. “A Simple Algorithm for Shape from Shading”. In Proc. of CVPR pages 459–465 1992.

    Google Scholar 

  3. J. F. Blinn. “Models of Light Reflection for Computer Synthesized Pictures”. In Proc. of Computer Graphics, Vol. 11, pages 192–198, 1977.

    Google Scholar 

  4. M. Born and E. Wolf. “Principles of Optics”. Pergamon Press, 1959.

    Google Scholar 

  5. D. Brainard and B. A. Wandell. “Asymmetric Color Matching: How Color Appearance Depends on the Illuminant”. Journal of the Optical Society of America A 9(9), pag 1992, 1433–1448.

    Google Scholar 

  6. R. L. Cook and K. E. Torrance. “A Reflectance Model for Computer Graphics”. Computer Graphics 15(3), pages 307–316, 1981.

    Google Scholar 

  7. R. M. Haralick and L. G. Shapiro. “Computer and Robot Vision, Volume 1, 2”. Addison-Wesley Publishing Company, 1993.

    Google Scholar 

  8. K. Hartt and M. Carlotto. “A Method for Shape-from-Shading Using Multiple Images Acquired under Different Viewing and Lighting Conditions”. In Proc. of CVPR pages 53–60 1989.

    Google Scholar 

  9. B. K. P. Horn. “Root Vision”. The MIT Press 1986.

    Google Scholar 

  10. B. K. P. Horn and M. J. Brooks. “Shape from Shading”. The MIT Press, 1989.

    Google Scholar 

  11. G. J. Klinker, S. A. Shafer, and T. Kanade. “The Measurement of Highlights in Color Images”. International Journal of Computer Vision, pages 7–32, 1988.

    Google Scholar 

  12. M. Oren and S. Nayar. “Generalization of the Lambertian Model and Implications for Machine Vision”. International Journal of Computer Vision, 14, page 227–251, 1995.

    Google Scholar 

  13. Y. Sato and K. Ikeuchi. “Temporal-Color Space Analysis of Reflection”. In Proc. of the Conf. of CVPR pages 570–576 1993.

    Google Scholar 

  14. S. A. Shafer. “Using Color to Separate Reflection Components”. Color Research and Application pages 210–218, 1985.

    Google Scholar 

  15. Y. Tian, H. T. Tsui, and S. Y. Yeung. “Shape from shading using multiple light sources of mixed shapes”. Technical Report, Dept. of Electronic Engineering, the Chinese University of Hong Kong., 1997.

    Google Scholar 

  16. Y. Tian, H. T. Tsui, and S. Y. Yeung. “Spherical and Cylindrical Light Source Models for Shape Recovery”. In ACCV98, 1998.

    Google Scholar 

  17. K. E. Torrance and E. Sparrow. “Theory for off-Specular Reflection from Roughened Surface”. J. Opt. Soc. Amer. 57 pages 1105–1114, 1967.

    Google Scholar 

  18. L. Wolff. “On Diffuse Reflection an d Photometric Stereo“. In Proc. of Image Understanding Workshop, 1992.

    Google Scholar 

  19. R. J. Woodham. “Photometric Stereo: A Reflectance Map Technique for Determining Surface Orientation from Image Intensity”. In Proc. of SPIE, pages 136–143, 1978.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Roland Chin Ting-Chuen Pong

Rights and permissions

Reprints and permissions

Copyright information

© 1997 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Tian, Yl., Tsui, H.T., Yeung, S.Y. (1997). Shape recovery from one image under multiple light sources. In: Chin, R., Pong, TC. (eds) Computer Vision — ACCV'98. ACCV 1998. Lecture Notes in Computer Science, vol 1351. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-63930-6_124

Download citation

  • DOI: https://doi.org/10.1007/3-540-63930-6_124

  • Published:

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-63930-5

  • Online ISBN: 978-3-540-69669-8

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics