Title :
An nonlinear algorithm in stationary wavelet transform domain or images denoising
Author :
Peng, Yuhua ; Li, Longyun ; Tian, Youchin
Author_Institution :
Sch. of Inf. Sci. & Eng., Shandong Univ., Jinan, China
fDate :
31 Aug.-4 Sept. 2004
Abstract :
Based on the 2-D (two-dimensional) Haar SDWT (stationary discrete wavelet transform), a new edge-preserving filtering through multiscale spaces for image denoising is presented in this letter. Advantages of this approach are made both in algorithm and noise-smoothing capability. Examples are performed to illustrate the performance of the proposed filtering.
Keywords :
Haar transforms; discrete wavelet transforms; image denoising; smoothing methods; Haar transform; edge-preserving filtering; image denoising; image smoothing method; nonlinear algorithm; stationary wavelet transform domain; Discrete wavelet transforms; Equations; Filtering algorithms; Finite impulse response filter; Image denoising; Image edge detection; Smoothing methods; Wavelet coefficients; Wavelet domain; Wavelet transforms;
Conference_Titel :
Signal Processing, 2004. Proceedings. ICSP '04. 2004 7th International Conference on
Print_ISBN :
0-7803-8406-7
DOI :
10.1109/ICOSP.2004.1452621
