DocumentCode
3105207
Title
A new method of image enhancement under impulsive noise based on adaptive filtering
Author
Xuxiu, Zhang ; Jianhong, Li
Author_Institution
Sch. of Electron. & Inf. Eng., Dalian Jiaotong Univ., Dalian, China
Volume
2
fYear
2010
fDate
18-19 Oct. 2010
Abstract
This paper presents a new adaptive filtering algorithm for image enhancement basing on several image enhancement algorithms, under α stable impulsive noise. The algorithm defines a new fractional lower order moment to adjust the weight of adaptive filter. It has a better robustness to impulsive noise. Simulation results show that the new algorithm is more effective to restrain spike noise under proper parameter compared with traditional algorithm based on a stable impulsive noise.
Keywords
adaptive filters; eigenvalues and eigenfunctions; image enhancement; impulse noise; adaptive filtering; image enhancement; impulsive noise; Adaptation model; Filtering algorithms; Geology; Manganese; PSNR; Robustness; a stable distribution; adaptive filtering; fractional lower order statistics (FLOS); image enhancement;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Networking and Automation (ICINA), 2010 International Conference on
Conference_Location
Kunming
Print_ISBN
978-1-4244-8104-0
Electronic_ISBN
978-1-4244-8106-4
Type
conf
DOI
10.1109/ICINA.2010.5636778
Filename
5636778
Link To Document