A data-driven reflectance model

ACM SIGGRAPH 2003 Papers, SIGGRAPH '03

Volumn , Issue , 2003, Pages 759-769

  Matusik, Wojciech ^a   Pfister, Hanspeter ^b   Brand, Matt ^b   McMillan, Leonard ^c  

^a MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

^b MITSUBISHI ELECTRIC RESEARCH LABORATORIES   (United States)

^c UNIVERSITY OF NORTH CAROLINA   (United States)

Author keywords

BRDF; image based modeling; light reflection models; photometric measurements; reflectance

Indexed keywords

BIDIRECTIONAL REFLECTANCE DISTRIBUTION FUNCTIONS; BRDF; DATA-DRIVEN; DIMENSIONAL REPRESENTATION; DIMENSIONALITY REDUCTION; GENERATIVE MODEL; HIGH-DIMENSIONAL; IMAGE-BASED MODELING; LOW-DIMENSIONAL MANIFOLDS; NON-LINEAR; PARAMETRIZATIONS; PHOTOMETRIC MEASUREMENTS; REFLECTANCE DATA; REFLECTANCE MODEL;

INTERACTIVE COMPUTER GRAPHICS; LIGHT REFLECTION; PHOTOMETRY; REFLECTION; VECTOR SPACES;

DISTRIBUTION FUNCTIONS;

EID: 77953967091     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1201775.882343     Document Type: Conference Paper

References (36)

1. BISHOP, C. M. 1995. Neural Networks for Pattern Recognition. Clarendon Press.
2. BLANZ, V., AND VETTER, T. 1999. A morphable model for the synthesis of 3D faces. Computer Graphics 33, Annual Conference Series, 187-194.
3. BLINN, J. 1977. Models of light reflection for computer synthesized pictures. Computer Graphics 11, Annual Conference Series, 192-198.
4. BRAND, M. 2003. Charting a manifold. In To appear, Proc. NIPS-15.
5. CHEN, W.-C., BOUGUET, J.-Y., CHU, M. H., AND GRZESZCZUK, R. 2002. Light Field Mapping: Efficient Representation and Hardware Rendering of Surface Light Fields. ACM Transactions on Graphics 21, 3 (July), 447-456. ISSN 0730-0301 (Proceedings of ACM SIGGRAPH 2002).
6. COOK, R., AND TORRANCE, K. 1982. A reflection model for computer graphics. ACM Transactions On Graphics 1, 1 (January), 7-24.
7. CORNELL. Light Measurement Laboratory. Web page. http://www.graphics. cornell.edu/research/measure/.
8. CULA, O. G., AND DANA, K. 2001. Compact representation of bidirectional texture functions. In Proc. of Computer Vision and Pattern Recognition, in press.
9. CURET. Columbia-Utrech Reflectance and Texture. Web page. http://www.cs.columbia.edu/CAVE/curet/.
10. DANA, K. J., VAN GINNEKEN, B., NAYAR, S. K., AND KOENDERINK, J. J. 1999. Reflectance and texture of real world surfaces. ACM Transactions on Graphics 1, 18, 1-34.
11. DANA, K. 2001. BRDF/BTF measurement device. ICCV, 460-466.
12. DUDA, R. O., AND HART, P. E. 1973. Pattern Classification and Scene Analysis. Wiley-Interscience Publication, New York.
13. HE, X., TORRANCE, K., SILLON, F., AND GREENBERG, D. 1991. A comprehensive physical model for light reflection. Computer Graphics 25, Annual Conference Series, 175-186.
14. HE, X., HEYNEN, P., PHILLIPS, R., TORRANCE, K., SALESIN, D., AND GREENBERG, D. 1992. A fast and accurate light reflection model. Computer Graphics 26, Annual Conference Series, 253-254.
15. KAUTZ, J., AND MCCOOL, M. 1999. Interactive rendering with arbitrary BRDFs using separable approximations. In Rendering Techniques '99 (Proceedings of the Tenth Eurographics Workshop on Rendering), Springer Wien, New York, NY, 281-292.
16. KOENDERINK, J., VAN DOORN, A., AND STAVRIDI, M. 1996. Bidirectional Reflection Distribution Function expressed in terms of surface scattering modes. European Conference on Computer Vision.
17. KRUSKAL, J. B., AND WISH, M. 1978. Multidimensional Scaling. Sage Publications, Beverly Hills, CA.
18. LAFORTUNE, E., FOO, S.-C., TORRANCE, K., AND GREENBERG, D. 1997. Non-linear approximation of reflectance functions. Computer Graphics 31, Annual Conference Series, 117-126.
19. LALONDE, P., AND FOURNIER, A. 1997. A wavelet representation of reflectance functions. IEEE Transactions on Visualization and Computer Graphics 3, 4, 329-336.
20. LENSCH, H., KAUTZ, J., GOESELE, M., HEIDRICH, W., AND SEIDEL, H.-P. 2001. Image-based reconstruction of spatially varying materials. In Proceedings of the 12th Eurographics Workshop on Rendering, 104-115.
21. MARSCHNER, S., WESTIN, S., LAFORTUNE, E., AND TORRANCE, K. 2000. Image-based measurement of the Bidirectional Reflection Distribution Function. Applied Optics 39, 16.
22. MCCOOL, M., ANG, J., AND AHMAD, A. 2001. Homomorphic factorization of BRDFs for high-performance rendering. Computer Graphics 35, Annual Conference Series, 171-178.
23. PELLACINI, F., FERWERDA, J., AND GREENBERG, D. 2000. Toward a psychophysically-based light reflection model for image synthesis. Computer Graphics 34, Annual Conference Series, 55-64.
24. ROWEIS, S. T., AND SAUL, L. K. 2000. Nonlinear dimensionality reduction by locally linear embedding. Science 290 (December 22), 2323-2326. (Pubitemid 32041578)
25. RUSINKIEWICZ, S. 1998. A new change of variables for efficient BRDF representation. In Rendering Techniques '98 (Proceedings of Eurographics Rendering Workshop '98), Springer Wien, New York, NY, G. Drettakis and N. Max, Eds., 11-22.
26. SCHRÖDER, P., AND SWELDENS, W. 1995. Spherical wavelets: Efficiently representing functions on the sphere. Computer Graphics 29, Annual Conference Series, 161-172.
27. STARR. NIST reference reflectometer: STARR facility. Web page. http://physics.nist.gov/Divisions/Div844/facilities/brdf/starr.htm.
28. TEH, Y. W., AND ROWEIS, S. T. 2003. Automatic alignment of hidden representations. In To appear, Proc. NIPS-15.
29. TENENBAUM, J. B., DE SILVA, V., AND LANGFORD, J. C. 2000. A global geometric framework for nonlinear dimensionality reduction. Science 290 (December 22), 2319-2323. (Pubitemid 32041577)
30. TORRANCE, K., SPARROW, E., AND BIRKEBAK, R. 1966. Polarization, directional distribution, and off-specular peak phenomena in light reflected from roughened surfaces. Journal of the Optical Society of America 56, 7 (July), 916-925.
31. TROWBRIDGE, T., AND REITZ, K. 1975. Average irregularity representation of roughened surfaces. Journal of the Optical Society of America 65, 5, 531-536.
32. VAPNIK, V. 1995. The Nature of Statistical Learning Theory. Springer, N.Y.
33. WARD, G. 1992. Measuring and modeling anisotropic reflection. Computer Graphics 26, Annual Conference Series, 265-273.
34. WESTIN, S., ARVO, J., AND TORRANCE, K. 1992. Predicting reflectance functions from complex surfaces. Computer Graphics 26, Annual Conference Series, 255-264.
35. YU, Y., DEBEVEC, P., MALIK, J., AND HAWKINS, T. 1999. Inverse global illumination: Recovering reflectance models of real scenes from photographs. In Computer Graphics, SIGGRAPH 99 Proceedings, 215-224.
36. ZHANG, Z. 1998. A flexible new technique for camera calibration. Tr98-71, MSR Redmond.