Abstract
We present an empirical study on the effects of translucency on photometric stereo. Our study shows that the impact on the accuracy of the photometric normals is related to the relative size of the geometrical features and the mean free path. We show that under simplified conditions, the obtained photometric normals are a blurred version of the true surface normals, where the blur kernel is directly related to the subsurface scattering profile. We furthermore investigate the impact of scattering albedo, index of refraction, and single scattering on the accuracy. We perform our analysis using simulations, and demonstrate the validity on a real world example.








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Scattering albedo is defined as: \(\alpha= \frac{\sigma_{s}}{\sigma_{s}+\sigma _{a}}\); the ratio of scattering over scattering+absorption. Mean free path is defined as: \({{l_{d}}}= \frac{1}{\sigma_{s}+\sigma_{a}}\).
References
Alldrin, N., Kriegman, D.: Toward reconstructing surfaces with arbitrary isotropic reflectance: a stratified photometric stereo approach. In: Proc. Int. Conf. Computer Vision, pp. 1–8 (2007)
Barsky, S., Petrou, M.: The 4-source photometric stereo technique for three-dimensional surfaces in the presence of highlights and shadows. IEEE Trans. Pattern Anal. Mach. Intell. 25(10), 1239–1252 (2003)
Basri, R., Jacobs, D.: Photometric stereo with general, unknown lighting. In: Proc. Conf. Computer Vision and Pattern Recognition, pp. 374–381 (2001)
D’Eon, E., Irving, G.: A quantized-diffusion model for rendering translucent materials. ACM Trans. Graph. 30(4), 56:1–56:14 (2011)
Donner, C., Jensen, H.W.: Light diffusion in multi-layered translucent materials. ACM Trans. Graph. 24(3), 1032–1039 (2005)
Donner, C., Lawrence, J., Ramamoorthi, R., Hachisuka, T., Jensen, H.W., Nayar, S.K.: An empirical bssrdf model. ACM Trans. Graph. 28(3) (2009)
Godin, G., Beraldin, J.-A., Rioux, M., Levoy, M., Cournoyer, L., Blais, F.: An assessment of laser range measurement of marble surfaces. In: Proc. Fifth Conference on Optical 3-D Measurement Techniques (2001)
Goesele, M., Lensch, H.P.A., Lang, J., Fuchs, C., Seidel, H.-P.: Disco: acquisition of translucent objects. ACM Trans. Graph. 23(3), 835–844 (2004)
Goldman, D.B., Curless, B., Hertzmann, A., Seitz, S.M.: Shape and spatially-varying brdfs from photometric stereo. In: Proc. Conf. Computer Vision and Pattern Recognition, pp. 341–348 (2005)
Hanrahan, P., Krueger, W.: Reflection from layered surfaces due to subsurface scattering. In: Proc. SIGGRAPH 93, pp. 165–174 (1993)
Holroyd, M., Lawrence, J.: An analysis of using high-frequency sinusoidal illumination to measure the 3d shape of translucent objects. In: Proc. Conf. Computer Vision and Pattern Recognition, pp. 2985–2991 (2011)
Holroyd, M., Lawrence, J., Zickler, T.: A coaxial optical scanner for synchronous acquisition of 3d geometry and surface reflectance. ACM Trans. Graph. 29(4) (2010)
Inoshita, C., Mukaigawa, Y., Matsushita, Y., Yagi, Y.: Shape from single scattering for translucent objects. In: Proc. European Conf. Computer Vision, pp. 371–384 (2012)
Jensen, H.W., Marschner, S.R., Levoy, M., Hanrahan, P.: A practical model for subsurface light transport. In: Proc. SIGGRAPH 2001, pp. 511–518 (2001)
Ma, W., Hawkins, T., Peers, P., Chabert, C., Weiss, M., Debevec, P.: Rapid acquisition of specular and diffuse normal maps from polarized spherical gradient illumination. In: Proc. Eurographics Symposium on Rendering (2007)
Nayar, S.K., Ikeuchi, K., Kanade, T.: Determining shape and reflectance of Lambertian, specular, and hybrid surfaces using extended sources. In: International Workshop on Industrial Applications of Machine Intelligence and Vision, pp. 169–175 (1989)
Nayar, S.K., Krishnan, G., Grossberg, M.D., Raskar, R.: Fast separation of direct and global components of a scene using high frequency illumination. ACM Trans. Graph. 25(3), 935–944 (2006)
Nehab, D., Rusinkiewicz, S., Davis, J., Ramamoorthi, R.: Efficiently combining positions and normals for precise 3d geometry. ACM Trans. Graph. 24(3), 536–543 (2005)
Nicodemus, F.E., Richmond, J.C., Hsia, J.J., Ginsberg, I.W., Limperis, T.: Geometric Considerations and Nomenclature for Reflectance. National Bureau of Standards Monograph, vol. 160 (1977)
Stam, J.: Multiple scattering as a diffusion process. In: Proc. Eurographics Workshop on Rendering, pp. 41–50 (1995)
Woodham, R.J.: Photometric method for determining surface orientation from multiple images. Opt. Eng. 19(1), 3050–3068 (1980)
Acknowledgements
This work was supported in part by Google, and NSF grants IIS-1016703 and IIS-1217765. The first author acknowledges additional support from the Virginia Space Grant Consortium.
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Moore, K.D., Peers, P. An empirical study on the effects of translucency on photometric stereo. Vis Comput 29, 817–824 (2013). https://doi.org/10.1007/s00371-013-0832-2
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DOI: https://doi.org/10.1007/s00371-013-0832-2