Non-linear image noise filtering algorithm based on SVD block processing (CROSBI ID 476350)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Devčić, Željko ; Lončarić, Sven
engleski
Non-linear image noise filtering algorithm based on SVD block processing
A non-linear algorithm for image noise filtering, based on singular value decomposition (SVD) is presented in this paper. Changes in singular values and singular vectors caused by additive white Gaussian noise are described. The non-linear filtering algorithm is based on eliminating that changes in singular values and singular vectors. Noise variance knowledge is not required. Value proportional to noise variance is estimated in the first phase of the algorithm, using least singular values. Once computed SVD of image blocks is then used for filtering operations. Processing of image in smaller blocks makes SVD-based procedure computationally feasible. Experimental results on various images have demonstrated the validity of the approach
image processing; singular value decomposition; image restoration
nije evidentirano
nije evidentirano
nije evidentirano
nije evidentirano
nije evidentirano
nije evidentirano
Podaci o prilogu
916-919.
1999.
objavljeno
Podaci o matičnoj publikaciji
Proceedings of the European Conference on Circuit Theory and Design
Podaci o skupu
European conference on circuit theory and design
predavanje
29.08.1999-02.09.1999
Stresa, Italija