DocumentCode
2791965
Title
A novel image enhancement approach based on wavelet transformation
Author
Jian-nan Chi ; Chuang Zhang ; Yan-jun Qin ; Cui-juan Wang
Author_Institution
Inf. Eng. Sch., Univ. of Sci. & Technol. Beijing, Beijing, China
fYear
2009
fDate
17-19 June 2009
Firstpage
4387
Lastpage
4392
Abstract
In this paper, a novel approach of image enhancement based on anti-symmetrical biorthogonal wavelet reconstruction is put forward. Firstly multi-scale decomposition of wavelet of image is done. Then module value and phasic angle image are achieved through half-reconstruction, by which edge images of different scale are extracted. And multi-scale wavelet coefficients of detailed component image corresponding to multi-scale image edge pixels are enhanced. Finally following reconstruction is done and image is enhanced. In the approach presented image edges are enhanced, which is implemented in wavelet tower data. Experimental results show the validity of the approach.
Keywords
edge detection; image enhancement; image reconstruction; image resolution; wavelet transforms; antisymmetrical biorthogonal wavelet reconstruction; image enhancement; image reconstruction; module value image; multiscale image edge pixel; multiscale image wavelet decomposition; multiscale wavelet coefficients; phasic angle image; wavelet tower data; wavelet transformation; Data mining; Electronic mail; Image edge detection; Image enhancement; Image reconstruction; Pixel; Poles and towers; Wavelet coefficients; Biorthogonal wavelet; Edge detection; Image enhancement; Multi-scale decomposition; Wavelet reconstruction;
fLanguage
English
Publisher
ieee
Conference_Titel
Control and Decision Conference, 2009. CCDC '09. Chinese
Conference_Location
Guilin
Print_ISBN
978-1-4244-2722-2
Electronic_ISBN
978-1-4244-2723-9
Type
conf
DOI
10.1109/CCDC.2009.5192406
Filename
5192406
Link To Document