DocumentCode
1653966
Title
Modified biased anisotropic diffusion processing of noisy color images
Author
Smolka, Bogdan
Author_Institution
Silesian Univ. of Technol., Gliwice
fYear
2008
Firstpage
777
Lastpage
780
Abstract
In this paper a new approach to the problem of noise reduction in color images is presented. The novel technique is based on a modification of the biased anisotropic diffusion. In the modified iterative scheme, the original noisy signal embedded in the biased anisotropic diffusion framework is replaced by an image processed by a nonlinear multichannel filter. The experiments revealed, that the proposed solution significantly excels over the standard anisotropic diffusion methods in case of the mixed Gaussian and impulse noise contaminating the color image. The main benefits of the proposed approach are its rapid convergence to the final stable state, low computational complexity and good performance in complex noise scenarios.
Keywords
Gaussian noise; image colour analysis; impulse noise; iterative methods; nonlinear filters; biased anisotropic diffusion processing; impulse noise; mixed Gaussian noise; noise reduction; noisy color images; nonlinear multichannel filter; Anisotropic magnetoresistance; Color; Colored noise; Conductivity; Equations; Gaussian noise; Noise reduction; PSNR; Signal processing; Space heating;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing, 2008. ICSP 2008. 9th International Conference on
Conference_Location
Beijing
Print_ISBN
978-1-4244-2178-7
Electronic_ISBN
978-1-4244-2179-4
Type
conf
DOI
10.1109/ICOSP.2008.4697245
Filename
4697245
Link To Document