DocumentCode
3126941
Title
Using Particle Swarm Optimization algorithm for image enhancement
Author
Chen, Hanxing ; Tian, Jun
Author_Institution
Coll. of Comput. Sci. & Technol., Guizhou Univ., Guiyang, China
Volume
1
fYear
2011
fDate
4-7 Aug. 2011
Firstpage
154
Lastpage
157
Abstract
In this paper, a novel image enhancement method is presented. Firstly, an image filter based on Particle Swarm Optimization is adopted to eliminate noise. And then, image enhancement by Particle Swarm Optimization and DWT is presented to improve image quality. Experimental results demonstrate that this method outperforms the existing well-known methods.
Keywords
discrete wavelet transforms; filtering theory; image enhancement; particle swarm optimisation; DWT; image enhancement method; image filter; image quality; particle swarm optimization algorithm; Digital filters; Discrete wavelet transforms; Filtering algorithms; Filtering theory; Gabor filters; Image enhancement; Noise; DWT; filter; image enhancement; particle swarm optimization;
fLanguage
English
Publisher
ieee
Conference_Titel
Uncertainty Reasoning and Knowledge Engineering (URKE), 2011 International Conference on
Conference_Location
Bali
Print_ISBN
978-1-4244-9985-4
Electronic_ISBN
978-1-4244-9984-7
Type
conf
DOI
10.1109/URKE.2011.6007823
Filename
6007823
Link To Document