DocumentCode :
1386801
Title :
PDE-Based Enhancement of Color Images in RGB Space
Author :
Bettahar, Salim ; Stambouli, Amine Boudghene ; Lambert, Patrick ; Benoit, Alexandre
Author_Institution :
Dept. of Electron., Univ. of Sci. & Technol. of Oran, Oran, Algeria
Volume :
21
Issue :
5
fYear :
2012
fDate :
5/1/2012 12:00:00 AM
Firstpage :
2500
Lastpage :
2512
Abstract :
A novel method for color image enhancement is proposed as an extension of the scalar-diffusion-shock-filter coupling model, where noisy and blurred images are denoised and sharpened. The proposed model is based on using the single vectors of the gradient magnitude and the second derivatives as a manner to relate different color components of the image. This model can be viewed as a generalization of the Bettahar-Stambouli filter to multivalued images. The proposed algorithm is more efficient than the mentioned filter and some previous works at color images denoising and deblurring without creating false colors.
Keywords :
image colour analysis; image enhancement; image restoration; Bettahar-Stambouli filter; PDE-based enhancement; RGB space; blurred images; color image enhancement; multivalued images; scalar-diffusion-shock-fllter coupling model; Color; Diffusion; Filters; Image enhancement; Noise measurement; Blur; color; diffusion; enhancement; noise; shock filter; Algorithms; Color; Colorimetry; Image Enhancement; Image Interpretation, Computer-Assisted; Reproducibility of Results; Sensitivity and Specificity;
fLanguage :
English
Journal_Title :
Image Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1057-7149
Type :
jour
DOI :
10.1109/TIP.2011.2177844
Filename :
6093963
Link To Document :
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