Title :
The reproducing kernel Hilbert space based on wavelet transform
Author :
Deng, Cai-xia ; Li, Shuai ; Fu, Zuo-xian
Author_Institution :
Appl. Sci. Coll., Harbin Univ. of Sci. & Technol., Harbin, China
Abstract :
In this paper, the explicit and analytic expression of the reproducing kernel function for the image space of the wavelet transform is obtained based on the fact that the image space of wavelet transform is a reproducing kernel Hilbert space. Here we describe in detail the reproducing kernel and structure of this space when the scale factor is fixed. This provides the theoretic basis for discussing the image space of general wavelet transform and broadens the scope of application of the reproducing kernel space theories.
Keywords :
Hilbert spaces; wavelet transforms; image space; kernel Hilbert space; reproducing kernel function; scale factor; wavelet transform; Continuous wavelet transforms; Hilbert space; Kernel; Pattern recognition; Wavelet analysis; Reproducing kernel; Wavelet; Wavelet transform;
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.2010.5576389