Adaptive sampling and reconstruction using greedy error minimization

ACM Transactions on Graphics

Volumn 30, Issue 6, 2011, Pages

  Rousselle, Fabrice ^a   Knaus, Claude ^a   Zwicker, Matthias ^a  

^a UNIVERSITY OF BERN   (Switzerland)

Author keywords

Adaptive sampling and reconstruction

Indexed keywords

ADAPTIVE SAMPLING; ADDITIONAL SAMPLES; DEPTH OF FIELD; DISCRETE SETS; ERROR MINIMIZATION; FILTER SELECTION; IMAGE SPACE; INPUT DATAS; INTERREFLECTIONS; MEAN SQUARED ERROR; MONTE-CARLO RENDERING; MOTION BLUR; NUMERICAL ERRORS; PIXEL ERRORS; ROBUST TECHNIQUE; SAMPLE DISTRIBUTIONS; SINGLE USERS; STATE-OF-THE-ART ALGORITHMS; WAVELET SHRINKAGE;

IMAGE QUALITY; MONTE CARLO METHODS;

PIXELS;

EID: 82455188158     PISSN: 07300301     EISSN: 15577368     Source Type: Journal    
DOI: 10.1145/2024156.2024193     Document Type: Article

References (24)

1. BALA, K., WALTER, B., AND GREENBERG, D. P. 2003. Combining edges and points for interactive high-quality rendering. ACM Trans. Graph. 22 (July), 631-640.
2. BOLIN, M. R., AND MEYER, G. W. 1998. A perceptually based adaptive sampling algorithm. In SIGGRAPH '98, 299-309.
3. CHEN, J., WANG, B., WANG, Y., OVERBECK, R. S., YONG, J.- H., AND WANG, W. 2011. Efficient depth-of-field rendering with adaptive sampling and multiscale reconstruction. Computer Graphics Forum.
4. DAMMERTZ, H., SEWTZ, D., HANIKA, J., AND LENSCH, H. P. A. 2010. Edge-avoiding a-trous wavelet transform for fast global illumination filtering. In Proceedings of the Conference on High Performance Graphics, Eurographics Association, Aire-la-Ville, Switzerland, Switzerland, HPG '10, 67-75.
5. DEUSSEN, O., HANRAHAN, P., LINTERMANN, B., MěCH, R., PHARR, M., AND PRUSINKIEWICZ, P. 1998. Realistic modeling and rendering of plant ecosystems. In Proceedings of the 25th annual conference on Computer graphics and interactive techniques, ACM, New York, NY, USA, SIGGRAPH '98, 275-286.
6. DONOHO, D. L., AND JOHNSTONE, J. M. 1994. Ideal spatial adaptation by wavelet shrinkage. Biometrika 81, 3, 425-455.
7. EGAN, K., TSENG, Y.-T., HOLZSCHUCH, N., DURAND, F., AND RAMAMOORTHI, R. 2009. Frequency analysis and sheared reconstruction for rendering motion blur. ACM Trans. Graph. 28 (July), 93:1-93:13.
8. EGAN, K., HECHT, F., DURAND, F., AND RAMAMOORTHI, R. 2011. Frequency analysis and sheared filtering for shadow light fields of complex occluders. ACM Transactions on Graphics 30, 2 (Apr.), 9:1-9:13.
9. FARRUGIA, J., AND PÉROCHE, B. 2004. A progressive rendering algorithm using an adaptive perceptually based image metric. In Computer Graphics Forum, vol. 23, Wiley Online Library, 605-614.
10. GOLDENSHLUGER, A., AND NEMIROVSKI, A. 1997. On spatial adaptive estimation of nonparametric regression. Math. Meth. Statistics 6, 135-170. (Pubitemid 127116989)
11. HACHISUKA, T., JAROSZ, W., WEISTROFFER, R. P., DALE, K., HUMPHREYS, G., ZWICKER, M., AND JENSEN, H. W. 2008. Multidimensional adaptive sampling and reconstruction for ray tracing. ACM Trans. Graph. 27 (August), 33:1-33:10.
12. KATKOVNIK, V. 1999. A new method for varying adaptive bandwidth selection. Signal Processing, IEEE Transactions on 47, 9, 2567-2571.
13. KOLLIG, T., AND KELLER, A. 2002. Efficient multidimensional sampling. Computer Graphics Forum 21, 3, 557-563.
14. LEE, J.-S. 1980. Digital image enhancement and noise filtering by use of local statistics. IEEE Trans. PAMI 2, 2 (march), 165-168.
15. LEHTINEN, J., AILA, T., CHEN, J., LAINE, S., AND DURAND, F. 2011. Temporal light field reconstruction for rendering distribution effects. ACM Trans. Graph. 30 (August), 55:1-55:12.
16. LEPSKI, O. V., MAMMEN, E., AND SPOKOINY, V. G. 1997. Optimal spatial adaptation to inhomogeneous smoothness: An approach based on kernel estimates with variable bandwidth selectors. The Annals of Statistics 25, 3, pp. 929-947.
17. MITCHELL, D. P. 1987. Generating antialiased images at low sampling densities. SIGGRAPH Comput. Graph. 21 (August), 65-72.
18. OVERBECK, R. S., DONNER, C., AND RAMAMOORTHI, R. 2009. Adaptive wavelet rendering. ACM Trans. Graph. 28 (December), 140:1-140:12.
19. PHARR, M., AND HUMPHREYS, G. 2010. Physically Based Rendering, Second Edition: From Theory To Implementation, 2nd ed. Morgan Kaufmann Publishers Inc., San Francisco, CA, USA.
20. PORTILLA, J., STRELA, V., WAINWRIGHT, M., AND SIMONCELLI, E. 2003. Image denoising using scale mixtures of gaussians in the wavelet domain. Image Processing, IEEE Transactions on 12, 11, 1338-1351.
21. RITSCHEL, T., ENGELHARDT, T., GROSCH, T., SEIDEL, H.-P., KAUTZ, J., AND DACHSBACHER, C. 2009. Micro-rendering for scalable, parallel final gathering. ACM Trans. Graph. 28 (December), 132:1-132:8.
22. SHIRLEY, P., AILA, T., COHEN, J., ENDERTON, E., LAINE, S., LUEBKE, D., AND MCGUIRE, M. 2011. A local image reconstruction algorithm for stochastic rendering. In Symposium on Interactive 3D Graphics and Games, ACM, New York, NY, USA, I3D '11, 9-14.
23. SILVERMAN, B. 1986. Density estimation for statistics and data analysis, vol. 26. Chapman & Hall/CRC.
24. SOLER, C., SUBR, K., DURAND, F., HOLZSCHUCH, N., AND SILLION, F. 2009. Fourier depth of field. ACM Trans. Graph. 28 (May), 18:1-18:12.