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Estimating shape and reflectance of surfaces by color image analysis

  • Session IA2a — 3-D Image Analysis
  • Conference paper
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Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 1024))

Abstract

Sato and Ikeuchi[4] proposed an interesting method of shape recovery based on color image analysis which requires the object to be enclosed in a spherical diffuser. In this paper, we improve the method to relax this restriction. Like [4], we use the dichromatic-reflection model to separate the specular reflection and the diffuse reflection. In our method, the point light source is enclosed by a diffuser and is moved to different specified locations by a robot arm. This changes the lighting geometry and a new radiance function of the source is derived. On the whole, this is an improvement on the inconvenient set up of [4]. The capability of our method is verified by real experiments. A simulation package is also developed to test the efficacy of our approach for objects of different sizes under various forms of lighting geometry.

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References

  1. G. J. Klinker, S. A. Shafer and T. Kanade “A Physical Approach to Color Image Understanding,” IJCV, 4, p7–38, 1990

    Google Scholar 

  2. S.A.Shafer “Using Color to Separate Reflection Components,” Color Research and Application. 10(4):210–218, 1985

    Google Scholar 

  3. G.J. Klinker, S.A. Shafer and T. Kanade “Using a Color Reflection Model to Separate Highlights from Object Color,” Proc. the 1st ICCV, pp.145–150, London, June 1987

    Google Scholar 

  4. Y. Sato and K. Ikeuchi,“ Temporal-Color Space Analysis of Reflection,” Proc. of the CVPR, p570–576, 1993

    Google Scholar 

  5. S. K. Nayar and Y. Gong,“ Colored Interreflections and Shape Recovery,” Proc. of Image Understanding Workshop, p333–343, DARPA Jan. 1992

    Google Scholar 

  6. G. J. Klinker, S. A. Shafer and T. Kanade,“ The Measurement of Highlights in Color Images,” IJCV, 2, p7–32, 1988

    Google Scholar 

  7. P. H. Christensen and L. G. Shapiro, “Three-Dimensional Shape from Color Photometric Stereo,” IJCV, 13:2, p213–227, 1994

    Google Scholar 

  8. P. Dupuis and J. Oliensis “Direct Method for Reconstructing Shape from Shading” Proc. Image Understanding Workshop, 1992 DAPRA

    Google Scholar 

  9. B. Kim and P. Burger, “Depth and Shape from Shading Using the Photometric Stereo Method” CVGIP:Image Understanding, Vol. 54, No.3,p416–427,Nov. 1991

    Google Scholar 

  10. H. C. Lee,“Method for computing the scene-illuminant chromaticity from specular highlight” J. Opt, Soc. Am. A3, p1694–1699, 1986

    Google Scholar 

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

    Google Scholar 

  12. S. K. Nayar, K. Ikeuchi and T. Kanade, “Extracting Shape and Reflectance of Hybrid Surfaces by Photometric Sampling, ” Proc. of Image Understanding Workshop, pp.563–583, 1989

    Google Scholar 

  13. Y. L. Tian and H. T. Tsui, “Shape from Specular Reflection using Image Sequence,” Proc. ACCV'93, pp.97–100, 1993

    Google Scholar 

  14. G. Healey and T. O. Binford,“Local Shape from Specularity,” CVGIP 42,pp. 62–86, 1986

    Google Scholar 

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Authors

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Roland T. Chin Horace H. S. Ip Avi C. Naiman Ting-Chuen Pong

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© 1995 Springer-Verlag Berlin Heidelberg

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Tian, Y., Tsui, H. (1995). Estimating shape and reflectance of surfaces by color image analysis. In: Chin, R.T., Ip, H.H.S., Naiman, A.C., Pong, TC. (eds) Image Analysis Applications and Computer Graphics. ICSC 1995. Lecture Notes in Computer Science, vol 1024. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-60697-1_111

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  • DOI: https://doi.org/10.1007/3-540-60697-1_111

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-60697-0

  • Online ISBN: 978-3-540-49298-6

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