DocumentCode
3379937
Title
Gradient based threshold free color filter array interpolation
Author
Pekkucuksen, Ibrahim ; Altunbasak, Yucel
Author_Institution
Center for Signal & Image Process., Georgia Inst. of Technol., Atlanta, GA, USA
fYear
2010
fDate
26-29 Sept. 2010
Firstpage
137
Lastpage
140
Abstract
Color Filter Array (CFA) interpolation is an integral part of image processing pipeline for single sensor digital cameras. Many CFA algorithms have been proposed over the years to improve resulting image quality. One such algorithm is the highly successful Directional Linear Minimum Mean-Square Error Estimation (DLMMSE) method. We make several observations on this algorithm and propose a new method to address those points. The proposed method yields visually pleasing results and outperforms all CFA interpolation algorithms that are included in a recent survey paper in terms of PSNR.
Keywords
cameras; gradient methods; image colour analysis; image segmentation; image sensors; information filtering; interpolation; least mean squares methods; sensor arrays; CFA interpolation; DLMMSE method; PSNR; demosaicing; directional linear minimum mean-square error estimation; gradient based threshold free color filter array interpolation; image processing pipeline; image quality; single sensor digital camera; Arrays; Color; Estimation; Image color analysis; Interpolation; PSNR; Pixel; Bayer color filter array; Demosaicing; color interpolation;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing (ICIP), 2010 17th IEEE International Conference on
Conference_Location
Hong Kong
ISSN
1522-4880
Print_ISBN
978-1-4244-7992-4
Electronic_ISBN
1522-4880
Type
conf
DOI
10.1109/ICIP.2010.5654327
Filename
5654327
Link To Document