DocumentCode :
1135405
Title :
Geometry-Based Demosaicking
Author :
Ferradans, Sira ; Bertalmío, Marcelo ; Caselles, Vicent
Author_Institution :
Dept. de Tecnologies de la Informacio i les Comunicacions, Univ. Pompeu Fabra, Barcelona
Volume :
18
Issue :
3
fYear :
2009
fDate :
3/1/2009 12:00:00 AM
Firstpage :
665
Lastpage :
670
Abstract :
Demosaicking is a particular case of interpolation problems where, from a scalar image in which each pixel has either the red, the green or the blue component, we want to interpolate the full-color image. State-of-the-art demosaicking algorithms perform interpolation along edges, but these edges are estimated locally. We propose a level-set-based geometric method to estimate image edges, inspired by the image in-painting literature. This method has a time complexity of O(S) , where S is the number of pixels in the image, and compares favorably with the state-of-the-art algorithms both visually and in most relevant image quality measures.
Keywords :
edge detection; image colour analysis; interpolation; color image analysis; geometry-based demosaicking; image edge estimation; image in-painting literature; image pixels; interpolation problems; scalar image; state-of-the-art methods; time complexity; Demosaicking; inpainting; interpolation; level-sets; Algorithms; Color; Colorimetry; Image Enhancement; Image Interpretation, Computer-Assisted; Reproducibility of Results; Sensitivity and Specificity; Signal Processing, Computer-Assisted; Subtraction Technique;
fLanguage :
English
Journal_Title :
Image Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1057-7149
Type :
jour
DOI :
10.1109/TIP.2008.2010204
Filename :
4770153
Link To Document :
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