DocumentCode
353839
Title
Optimization problem of shrinkage and thresholding policies in wavelet and the application to image processing
Author
Wan, F.Y. ; Yuan, Z.D.
Author_Institution
East China Normal Univ., Shanghai, China
Volume
4
fYear
2000
fDate
2000
Firstpage
2661
Abstract
The fractional power models for selecting shrinkage and thresholding values are given in wavelet denoising approaches. Some criteria and algorithm for selecting optimal shrinkage and thresholding value are derived through analysing several well-known shrinkage and thresholding policies and use them in 2D signal denoising. The simulation shows that these criteria are useful in the common sense
Keywords
filtering theory; image processing; optimisation; wavelet transforms; 2D signal denoising; fractional power models; image processing; optimization problem; shrinkage policy; thresholding policy; wavelet denoising; Algorithm design and analysis; Filtering; Image processing; Noise reduction; Signal analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Automation, 2000. Proceedings of the 3rd World Congress on
Conference_Location
Hefei
Print_ISBN
0-7803-5995-X
Type
conf
DOI
10.1109/WCICA.2000.862536
Filename
862536
Link To Document