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.
Original language | English |
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Pages (from-to) | 1705-1715 |
Number of pages | 11 |
Journal | IEEE Transactions on Image Processing |
Volume | 16 |
Issue number | 7 |
DOIs | |
Publication status | Published - 1 Jul 2007 |
Keywords
- Bayer pattern
- Color demosaicking
- Color difference rule
- Color filter array (CFA)
- Zooming
ASJC Scopus subject areas
- Software
- Computer Graphics and Computer-Aided Design