“Perceptual illumination components: a new approach to efficient, high quality global illumination rendering” by Stokes, Ferwerda, Walter and Greenberg

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    Perceptual illumination components: a new approach to efficient, high quality global illumination rendering

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Abstract:


    In this paper we introduce a new perceptual metric for efficient, high quality, global illumination rendering. The metric is based on a rendering-by-components framework in which the direct, and indirect diffuse, glossy, and specular light transport paths are separately computed and then composited to produce an image. The metric predicts the perceptual importances of the computationally expensive indirect illumination components with respect to image quality. To develop the metric we conducted a series of psychophysical experiments in which we measured and modeled the perceptual importances of the components. An important property of this new metric is that it predicts component importances from inexpensive estimates of the reflectance properties of a scene, and therefore adds negligible overhead to the rendering process. This perceptual metric should enable the development of an important new class of efficient global-illumination rendering systems that can intelligently allocate limited computational resources, to provide high quality images at interactive rates.

References:


    1. BLINN, J. F. 1977. Models of light reflection for computer synthesized pictures. vol. 11, 192–198. Google ScholarDigital Library
    2. BOLIN, M. R., AND MEYER, G. W. 1995. A frequency based ray tracer. In Proceedings of SIGGRAPH 95, Computer Graphics Proceedings, Annual Conference Series, 409–418. Google ScholarDigital Library
    3. BOLIN, M. R., AND MEYER, G. W. 1998. A perceptually based adaptive sampling algorithm. In Proceedings of SIGGRAPH 98, Computer Graphics Proceedings, Annual Conference Series, 299–310. Google ScholarDigital Library
    4. DUMONT, R., PELLACINI, F., AND FERWERDA, J. A. 2003. Perceptually-driven decision theory for interactive realistic rendering. ACM Transactions on Graphics 22, 2 (Apr.), 152–181. Google ScholarDigital Library
    5. GADDIPATTI, A., MACHIRAJU, R., AND YAGEL, R. 1997. Steering image generation with wavelet based perceptual metric. Computer Graphics Forum 16, 3 (Aug.), 241–252.Google ScholarCross Ref
    6. GIBSON, S., AND HUBBOLD, R. J. 1997. Perceptually-driven radiosity. Computer Graphics Forum 16, 2, 129–141.Google ScholarCross Ref
    7. GIBSON, S., AND HUBBOLD, R. J. 2000. A perceptually-driven parallel algorithm for efficient radiosity simulation. IEEE Transactions on Visualization and Computer Graphics 6, 3 (July), 220–235. Google ScholarDigital Library
    8. GUILFORD, J. 1954. Psychometric methods. McGraw-Hill, New York.Google Scholar
    9. HABER, J., MYSZKOWSKI, K., YAMAUCHI, H., AND SEIDEL, H.-P. 2001. Perceptually guided corrective splatting. Computer Graphics Forum 20, 3, 142–152.Google ScholarCross Ref
    10. HEDLEY, D., WORRALL, A., AND PADDON, D. 1997. Selective culling of discontinuity lines. In Eurographics Rendering Workshop 1997, 69–80. Google ScholarDigital Library
    11. MEYER, G. W., AND LIU, A. 1992. Color spatial acuity control of a screen subdivision image synthesis algorithm. In Proceedings of SPIE 92, Human Vision, Visual Processing, and Digital Display, 387–399.Google ScholarCross Ref
    12. MITCHELL, D. P. 1987. Generating antialiased images at low sampling densities. In Computer Graphics (Proceedings of SIGGRAPH 87), vol. 21, 65–72. Google ScholarDigital Library
    13. MYSZKOWSKI, K., ROKITA, P., AND TAWARA, T. 2000. Perception-based fast rendering and antialiasing of walkthrough sequences. IEEE Transactions on Visualization and Computer Graphics 6, 4, 360–379. Google ScholarDigital Library
    14. MYSZKOWSKI, K., TAWARA, T., AKAMINE, H., AND SEIDEL, H.-P. 2001. Perception-guided global illumination solution for animation rendering. In Proceedings of ACM SIGGRAPH 2001, Computer Graphics Proceedings, Annual Conference Series, 221–230. Google ScholarDigital Library
    15. MYSZKOWSKI, K. 1998. The visible differences predictor: Applications to global illumination problems. In Eurographics Rendering Workshop 1998, 223–236.Google ScholarCross Ref
    16. NEUMANN, L. O., MATKOVIC, K., AND PURGATHOFER, W. 1998. Perception based color image difference. Computer Graphics Forum 17, 3, 233–242.Google ScholarCross Ref
    17. PELI, E. 1991. Contrast in complex images. J. Opt. Soc. Am. A 7, 10, 2032–2040.Google ScholarCross Ref
    18. PELLACINI, F., FERWERDA, J. A., AND GREENBERG, D. P. 2000. Toward a psychophysically-based light reflection model for image synthesis. In Proceedings of ACM SIGGRAPH 2000, Computer Graphics Proceedings, Annual Conference Series, 55–64. Google ScholarDigital Library
    19. POYNTON, C. A. 1996. A Technical Introduction to Digital Video. Wiley, New York. Google ScholarDigital Library
    20. PRIKRYL, J., AND PURGATHOFER, W. 1999. Perceptually-driven termination for stochastic radiosity. In Seventh International Conference in Central Europe on Computer Graphics and Visualization (Winter School on Computer Graphics).Google Scholar
    21. RAMASUBRAMANIAN, M., PATTANAIK, S. N., AND GREENBERG, D. P. 1999. A perceptually based physical error metric for realistic image synthesis. In Proceedings of SIGGRAPH 99, Computer Graphics Proceedings, Annual Conference Series, 73–82. Google ScholarDigital Library
    22. SHIRLEY, P. 1990. A ray tracing method for illumination calculation in diffuse-specular scenes. In Graphics Interface ’90, 205–212. Google ScholarDigital Library
    23. TAMSTORF, R., AND JENSEN, H. W. 1997. Adaptive sampling and bias estimation in path tracing. In Eurographics Rendering Workshop 1997, 285–296. Google ScholarDigital Library
    24. TOLE, P., PELLACINI, F., WALTER, B., AND GREENBERG, D. P. 2002. Interactive global illumination in dynamic scenes. ACM Transactions on Graphics 21, 3 (July), 537–546. Google ScholarDigital Library
    25. TORGERSON, W. S. 1958. Theory and methods of scaling. Wiley, New York.Google Scholar
    26. VOLEVICH, V., MYSZKOWSKI, K., KHODULEY, A., AND KOPYLOV, E. A. 1999. Perceptually-informed progressive global illumination solution. Tech rep., University of Aizu, Aizu Wakamatsu, Japan, Feb.Google Scholar
    27. WALTER, B., HUBBARD, P. M., SHIRLEY, P., AND GREENBERG, D. F. 1997. Global illumination using local linear density estimation. ACM Transactions on Graphics 16, 3 (July), 217–259. Google ScholarDigital Library
    28. WALTER, B., PATTANAIK, S. N., AND GREENBERG, D. P. 2002. Using perceptual texture masking for efficient image synthesis. Computer Graphics Forum 21, 3, 393–399.Google ScholarCross Ref
    29. WARD, G. J. 1992. Measuring and modeling anisotropic reflection. In Computer Graphics (Proceedings of SIGGRAPH 92), vol. 26, 265–272. Google ScholarDigital Library
    30. YEE, H., PATTANAIK, S., AND GREENBERG, D. P. 2001. Spatiotemporal sensitivity and visual attention for efficient rendering of dynamic environments. ACM Transactions on Graphics 20, 1 (Jan.), 39–65. Google ScholarDigital Library


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