DocumentCode
548989
Title
An improved image De-nosing method using a wavelet based neural network filter
Author
Tsoy, Sergey ; Becerikli, Yasar
Author_Institution
Comput. Eng. Dept., Kocaeli Univ., Kocaeli, Turkey
fYear
2011
fDate
16-18 June 2011
Firstpage
1
Lastpage
4
Abstract
Wavelet transformation is widely used for image de-noising. In this article an improvement of image de-noising algorithm by authority of Zhang and Salary is presented. Method proposed in this paper performs image de-noising by a properly trained artificial neural networks (ANN) in wavelet domain. For better quality of de-noising, multi-scale wavelet edge detection was used.
Keywords
edge detection; filtering theory; image denoising; neural nets; wavelet transforms; artificial neural networks; image denoising method; multiscale wavelet edge detection; wavelet based neural network filter; Artificial neural networks; Image denoising; Image edge detection; Noise reduction; PSNR; Wavelet transforms; Image de-noising; edge detection; neural networks; wavelet transform;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Signals and Image Processing (IWSSIP), 2011 18th International Conference on
Conference_Location
Sarajevo
ISSN
2157-8672
Print_ISBN
978-1-4577-0074-3
Type
conf
Filename
5977404
Link To Document