DocumentCode :
2986776
Title :
A fast Multi-Scale Retinex algorithm for color image enhancement
Author :
Wang, Wen ; Li, Bo ; Zheng, Jin ; Xian, Shu ; Wang, Jing
Author_Institution :
Sch. of Comput. Sci. & Eng., Beihang Univ., Beijing
Volume :
1
fYear :
2008
fDate :
30-31 Aug. 2008
Firstpage :
80
Lastpage :
85
Abstract :
This paper puts forward a fast multi-scale retinex algorithm in order to solve the problem of color distortion and to improve the disadvantages of a slowly time-consuming arithmetic in the course of image enhancement which is based on the multi-scale retinex algorithm. Through construction of average value templates in advance, Gaussian convolution operation is simplified to be average arithmetic. A new rational color space is constructed which possesses the advantages of simple space conversion and small quantity of calculation. Meanwhile it keeps the color image in a better way. The experimental results demonstrate that the fast multi-scale retinex algorithm can ensure the treated effect and improve the efficiency of execution; furthermore it can run in the personal computers and the embedded environment. Therefore it has much better practical value.
Keywords :
Gaussian processes; arithmetic; convolution; distortion; image colour analysis; image enhancement; Gaussian convolution operation; arithmetic; color distortion; color image enhancement; fast multiscale retinex algorithm; Algorithm design and analysis; Computer science; Convolution; Image color analysis; Image converters; Image enhancement; Nonlinear distortion; Pattern analysis; Pattern recognition; Wavelet analysis; Retinex theory; color image enhancement; color space; multi-scale Retinex;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Wavelet Analysis and Pattern Recognition, 2008. ICWAPR '08. International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-2238-8
Electronic_ISBN :
978-1-4244-2239-5
Type :
conf
DOI :
10.1109/ICWAPR.2008.4635754
Filename :
4635754
Link To Document :
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