Edge-optimized À-trous wavelets for local contrast enhancement with robust denoising

Computer Graphics Forum

Volumn 30, Issue 7, 2011, Pages 1879-1886

  Hanika, Johannes ^a,b   Dammertz, Holger ^a,c   Lensch, Hendrik ^a  

^a UNIVERSITY OF ULM   (Germany)

^b WETA DIGITAL   (New Zealand)

^c RTT AG   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER GRAPHICS;

EDGE WEIGHTS; IMAGE MANIPULATION; LOCAL CONTRAST ENHANCEMENT; MULTI-SCALE DECOMPOSITION; NOISE LEVELS; ORDERS OF MAGNITUDE; ROBUST DENOISING; TROUS WAVELET;

WAVELET TRANSFORMS;

EID: 84861984264     PISSN: 01677055     EISSN: 14678659     Source Type: Journal    
DOI: 10.1111/j.1467-8659.2011.02054.x     Document Type: Article

References (28)

1. ADAMS A., BAEK J., DAVIS M. A.: Fast highdimensional filtering using the permutohedral lattice. In Computer Graphics Forum (EG 2010 Proceedings (2010).
2. ADAMS A., GELFAND N., DOLSON J., LEVOY M.: Gaussian kd-trees for fast high-dimensional filtering. In ACM SIGGRAPH 2009 papers (New York, NY, USA, 2009), SIGGRAPH '09, ACM, pp. 21:1-21:12.
3. BURT P. J.: Fast filter transform for image processing. Computer Graphics and Image Processing 16, 1 (1981), 20-51.
4. CRANLEY R., PATTERSON T.: Randomization of Number Theoretic Methods for Multiple Integration. SIAM Journal on Numerical Analysis 13 (1976), 904-914.
5. CHANG G., YU B., VETTERLI M.: Adaptive wavelet thresholding for image denoising and compression. IEEE Transactions on image processing 9, 9 (2000), 1532-1546.
6. DURAND F., DORSEY J.: Fast bilateral filtering for the display of high-dynamic-range images. ACM Trans. Graph. 21 (July 2002), 257-266.
7. DURAND F., DORSEY J.: Fast bilateral filtering for the display of high-dynamic-range images. In SIGGRAPH (2002), pp. 257-266.
8. DAMMERTZ H., SEWTZ D., HANIKA J., LENSCH H.: Edge-avoiding a-trous wavelet transform for fast global illumination filtering. In Proc. High Performance Graphics 2010 (2010), pp. 67-75.
9. DUTILLEUX P.: An Implementation of the "algorithme à trous" to Compute the Wavelet Transform. In Wavelets. Time-Frequency Methods and Phase Space (1989), J.-M. Combes, A. Grossmann, & P. Tchamitchian, (Ed.), pp. 298-+.
10. EISEMANN E., DURAND F.: Flash photography enhancement via intrinsic relighting. In ACM Transactions on Graphics (Proceedings of Siggraph Conference) (2004), vol. 23, ACM Press.
11. FATTAL R., AGRAWALA M., RUSINKIEWICZ S.: Multiscale shape and detail enhancement from multi-light image collections. In SIGGRAPH '07: ACM SIGGRAPH 2007 papers (2007), p. 51.
12. FATTAL R.: Edge-avoiding wavelets and their applications. ACM Trans. Graph. 28, 3 (2009), 1-10.
13. FARBMAN Z., FATTAL R., LISCHINSKI D., SZELISKI R.: Edge-preserving decompositions for multi-scale tone and detail manipulation. In ACM SIGGRAPH 2008 papers (New York, NY, USA, 2008), SIGGRAPH '08, ACM, pp. 67:1-67:10.
14. GRÜNSCHLOSS L., HANIKA J., SCHWEDE R., KELLER A.: (t;m; s)-nets with maximized minimum distance. In Proc. Monte Carlo and Quasi-Monte Carlo Methods 2006. Springer, 2008, pp. 397-412.
15. HOLSCHNEIDER M., KRONLAND-MARTINET R., MORLET J., TCHAMITCHIAN P.: A real-time algorithm for signal analysis with the help of the wavelet transform. In Wavelets, Time-Frequency Methods and Phase Space (1989), Springer-Verlag, pp. 289-297.
16. KIRKPATRICK S., GELATT D., VECCHI M.: Optimization by simulated annealing. Science 220, 4598 (1983), 671-680.
17. KHAN E. A., REINHARD E., FLEMING R. W., BÜLTHOFF H. H.: Image-based material editing. ACM Trans. Graph. 25 (July 2006), 654-663.
18. KASS M., SOLOMON J.: Smoothed local histogram filters. ACM Trans. Graph. 29 (July 2010), 100:1-100:10.
19. MALLAT S.: A theory for multiresolution signal decomposition: The wavelet representation. IEEE Transactions on Pattern Analysis and Machine Intelligence 11 (1989), 674-693.
20. MALLAT S.: A Wavelet Tour of Signal Processing. Academic Press, 1998.
21. METROPOLIS N., ROSENBLUTH A., ROSENBLUTH M., TELLER A., TELLER E.: Equations of state calculations by fast computing machines. Journal of Chemical Physics 21, 6 (1953), 1087-1092.
22. MURTAGH F.: Multiscale transform methods in data analysis.
23. PARIS S., DURAND F.: A fast approximation of the bilateral filter using a signal processing approach. International Journal of Computer Vision 81, 1 (2009), 24-52.
24. PERONA P., MALIK J.: Scale-space and edge detection using anisotropic diffusion. IEEE Trans. Pattern Anal. Mach. Intell. 12, 7 (1990), 629-639.
25. SCHLICK C.: Quantization techniques for visualization of high dynamic range pictures. In Photorealistic Rendering Techniques (1994), Springer-Verlag, pp. 7-20.
26. SHENSA M.: The discrete wavelet transform: wedding the a trous and mallat algorithms. Signal Processing, IEEE Transactions on 40, 10 (oct 1992), 2464-2482.
27. SWELDENS W.: The lifting scheme: A construction of second generation wavelets. SIAM J. Math. Anal. 29, 2 (1997), 511-546.
28. TOMASI C., MANDUCHI R.: Bilateral filtering for gray and color images. In ICCV '98: Proceedings of the Sixth International Conference on Computer Vision (Washington, DC, USA, 1998), IEEE Computer Society, p. 839.