DocumentCode :
3473495
Title :
A generic variational approach for demosaicking from an arbitrary color filter array
Author :
Condat, Laurent
Author_Institution :
GREYC, Caen, France
fYear :
2009
fDate :
7-10 Nov. 2009
Firstpage :
1625
Lastpage :
1628
Abstract :
We propose a method to demosaick images acquired with a completely arbitrary color filter array (CFA).We adopt a variational approach where the reconstructed image has maximal smoothness under the constraint of consistency with the measurements. This optimization problem boils down to a large, sparse system of linear equations to solve, for which we propose an iterative algorithm. Although the approach is linear, it yields visually pleasing demosaicked images and provides a robust framework for comparing the performances of CFAs.
Keywords :
array signal processing; image colour analysis; image reconstruction; iterative methods; optical filters; optimisation; color filter array; generic variational approach; image reconstruction; images demosaicking; iterative algorithm; linear equations; optimization problem; sparse system; Color; Digital cameras; Digital filters; Equations; Image reconstruction; Image sensors; Iterative algorithms; Linear systems; Robustness; Sensor arrays; Demosaicking; color filter array; variational reconstruction;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing (ICIP), 2009 16th IEEE International Conference on
Conference_Location :
Cairo
ISSN :
1522-4880
Print_ISBN :
978-1-4244-5653-6
Electronic_ISBN :
1522-4880
Type :
conf
DOI :
10.1109/ICIP.2009.5413388
Filename :
5413388
Link To Document :
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