A time-dependent anisotropic diffusion image smoothing method

Proceedings of the 2nd International Conference on Intelligent Control and Information Processing, ICICIP 2011

Volumn , Issue PART 2, 2011, Pages 859-862

  Yu, Xiaosheng ^a   Wu, Chengdong ^a   Jia, Tong ^a   Chen, Shuo ^a  

^a NORTHEASTERN UNIVERSITY   (China)

Author keywords

anisotropic diffusion; diffusion coefficient; Gaussian scale; gradient threshold; time dependent

Indexed keywords

ANISOTROPIC DIFFUSION; DIFFUSION COEFFICIENTS; GAUSSIANS; GRADIENT THRESHOLD; TIME DEPENDENT;

DATA PROCESSING; INTELLIGENT CONTROL; NUMERICAL METHODS; OPTICAL ANISOTROPY;

DIFFUSION;

EID: 80053189769     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICICIP.2011.6008370     Document Type: Conference Paper

References (12)

1. A. P. Witkin, "Scale space filtering," in Proc. Int. Joint Conf. Artificial Intelligence, 1983, pp. 1019-1023
2. P. Perona and J. Malik, "Scale-space and edge detection using anisotropic diffusion." IEEE Trans. Pattern Anal. Machine Intell., vol.12, pp. 629-636, July 1990
3. Catte F, Lions P L, Morel J M, Coll T. Image selective smoothing and edge detection by nonlinear diffusion[J]. SIAM J. Numer. Anal.,1992, 29(2):182-193
4. Black M J, Sapiro G, Marimont D H, Heegar D. Robust anisotropic diffusion. IEEE Transactions on Image Processing, 1998, 7(3): 421-432 (Pubitemid 128745360)
5. Gilboa G, Spchen N, Zeevi Y Y. Forward-and-backward diffusion processes for adaptive image enhancement and denoising. IEEE Transactions on Image Processing, 2002, 11(7): 689-703 (Pubitemid 34949974)
6. Gilboa G, Spchen N, Zeevi Y Y. Image enhancement and denoising by complex diffusion processes. IEEE Transactions on Image Pattern Analysis and Machine Intelligence, 2004, 26(8): 1020-1036
7. Yu H C, Chua C S. GVF-based anisotropic diffusion models. IEEE Transactions on Image Processing, 2006, 86(7): 1728-1736
8. Martin-Herrero J. Anisotropic diffusion in the hypercube. IEEE Transactions on Geoscience and Remote Sensing, 2007, 45(5): 1386-1389
9. Krissian K, Westin C F, Kikinis R, Vosburgh K G. IEEE Transactions on Image Processing, 2007, 16(5): 1412-1424
10. Aja-Fernandez S, Alberola-Lopez C. On the estimation of the coefficient of variation for anisotropic diffusion speckle filtering. IEEE Transactions on Image Processing, 2006, 15(9): 2694-2701 (Pubitemid 44270210)
11. P. J. Rousseeuw and A. M. Leroy, Robust Regression and Outlier Detection. New York: Wiley, 1987
12. Chen K. Adaptive smoothing via contextual and local discontinuities. IEEE Transactions on Image Pattern Analysis and Machine Intelligence, 2005, 27(10): 1562-1567