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