Title :
Construction of symmetric orthonormal multiwavelets
Author :
Li, Hong-yan ; Zha, Ping
Author_Institution :
Dept. of Math., Beijing Jiaotong Univ., Beijing, China
Abstract :
For multiwavelets can possess the character of compact support, orthogonality, symmetry and antisymmetry at the same time compared with scalar wavelet except Haar wavelet, we present a new method of constructing the length-(2N+1) symmetric orthonormal multiwavelet system with multiplicity 2 from any length-2N symmetric orthonormal multiwavelet system with multiplicity 2 and vice versa. Then, we give the example of constructing multiwavelet system using our method. At last, we apply this multiwavelet system to image denoising and obtain the better result than GHM multiwavelet and CL multiwavelet.
Keywords :
image denoising; wavelet transforms; Haar wavelet; image denoising; symmetric orthonormal multiwavelet; Artificial intelligence; Multiscaling; Multiwavelet; Orthonormal;
Conference_Titel :
Wavelet Analysis and Pattern Recognition (ICWAPR), 2010 International Conference on
Conference_Location :
Qingdao
Print_ISBN :
978-1-4244-6530-9
DOI :
10.1109/ICWAPR.2010.5576365