TY - GEN
T1 - Modified biased anisotropic diffusion processing of noisy color images
AU - Smolka, Bogdan
PY - 2008
Y1 - 2008
N2 - 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.
AB - 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.
UR - https://www.scopus.com/pages/publications/67249138719
U2 - 10.1109/ICOSP.2008.4697245
DO - 10.1109/ICOSP.2008.4697245
M3 - Conference contribution
AN - SCOPUS:67249138719
SN - 9781424421794
T3 - International Conference on Signal Processing Proceedings, ICSP
SP - 777
EP - 780
BT - 2008 9th International Conference on Signal Processing, ICSP 2008
T2 - 2008 9th International Conference on Signal Processing, ICSP 2008
Y2 - 26 October 2008 through 29 October 2008
ER -