Title :
A Low-Complexity Joint Color Demosaicking and Zooming Algorithm for Digital Camera
Author :
Chung, King-Hong ; Chan, Yuk-Hee
Author_Institution :
Hong Kong Polytech. Univ., Kowloon
fDate :
7/1/2007 12:00:00 AM
Abstract :
This paper presents a low complexity joint color demosaicking and digital zooming algorithm for single-sensor digital cameras. The proposed algorithm directly extracts edge information from raw sensor data for interpolation in both demosaicking and zooming to preserve edge features in its output. This allows the extracted information to be exploited consistently in both stages and also efficiently, as no separate extraction process is required in different stages. The proposed algorithm can produce a zoomed full-color image as well as a zoomed Bayer color filter array image with outstanding performance as compared with conventional approaches which generally combine separate color demosaicking and digital zooming schemes.
Keywords :
cameras; edge detection; image segmentation; optical filters; Bayer color filter array; digital camera; digital zooming algorithm; edge features; edge information extraction; joint color demosaicking; Data mining; Digital cameras; Digital filters; Image sensors; Interpolation; Optical devices; Optical filters; Optical signal processing; Personal digital assistants; Pixel; Bayer pattern; color demosaicking; color difference rule; color filter array (CFA); zooming; Algorithms; Color; Colorimetry; Computer Graphics; Image Enhancement; Image Interpretation, Computer-Assisted; Photography; Reproducibility of Results; Sensitivity and Specificity; Signal Processing, Computer-Assisted;
Journal_Title :
Image Processing, IEEE Transactions on
DOI :
10.1109/TIP.2007.898997