DocumentCode
866197
Title
Demosaicing With Directional Filtering and a posteriori Decision
Author
Menon, Daniele ; Andriani, Stefano ; Calvagno, Giancarlo
Author_Institution
Dept. of Inf. Eng., Padova Univ.
Volume
16
Issue
1
fYear
2007
Firstpage
132
Lastpage
141
Abstract
Most digital cameras use a color filter array to capture the colors of the scene. Downsampled versions of the red, green, and blue components are acquired, and an interpolation of the three colors is necessary to reconstruct a full representation of the image. This color interpolation is known as demosaicing. The most effective demosaicing techniques proposed in the literature are based on directional filtering and a posteriori decision. In this paper, we present a novel approach to this reconstruction method. A refining step is included to further improve the resulting reconstructed image. The proposed approach requires a limited computational cost and gives good performance even when compared to more demanding techniques
Keywords
filtering theory; image colour analysis; image reconstruction; image representation; interpolation; a posteriori decision; color filter array; demosaicing techniques; digital cameras; directional filtering; image reconstruction; image representation; Computational efficiency; Digital cameras; Digital filters; Filtering; Frequency; Image reconstruction; Interpolation; Layout; Reconstruction algorithms; Sensor arrays; Bayer pattern; color filter array (CFA) interpolation; demosaicing; digital cameras; directional filtering; Algorithms; Color; Colorimetry; Computer Graphics; Image Enhancement; Image Interpretation, Computer-Assisted; Information Storage and Retrieval; Numerical Analysis, Computer-Assisted; Signal Processing, Computer-Assisted;
fLanguage
English
Journal_Title
Image Processing, IEEE Transactions on
Publisher
ieee
ISSN
1057-7149
Type
jour
DOI
10.1109/TIP.2006.884928
Filename
4032820
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