Title :
An Efficient Combined Demosaicing and Zooming Algorithm for Digital Camera
Author :
Chung, King-Hong ; Chan, Yuk-Hee ; Fu, Chang-Hong ; Chan, Yui-Lam
Author_Institution :
Hong Kong Polytech. Univ., Hong Kong
fDate :
Sept. 16 2007-Oct. 19 2007
Abstract :
Color demosaicing and digital zooming are common processes in digital cameras and they often employ similar interpolation concepts based on the information extracted from the raw sensor data. Realizing them independently is not efficient as separate extraction processes are required. It may also cause inconsistent utilization of the raw sensor data in different stages. This paper presents a low-complexity combined algorithm which directly extracts edge information from raw sensor data and exploits it consistently and efficiently in both demosaicing and zooming. The proposed algorithm can produce zoomed full-color images and zoomed CFA images with outstanding performance as compared with conventional approaches.
Keywords :
cameras; feature extraction; image colour analysis; image segmentation; interpolation; optical filters; CFA image; color demosaicing algorithm; color filter array; digital camera; information extraction; interpolation concept; sensor data; zooming algorithm; Data engineering; Data mining; Digital cameras; Filters; Image color analysis; Image quality; Image sensors; Interpolation; Pixel; Sensor arrays; Cameras; Color Filter Array; Interpolation;
Conference_Titel :
Image Processing, 2007. ICIP 2007. IEEE International Conference on
Conference_Location :
San Antonio, TX
Print_ISBN :
978-1-4244-1437-6
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2007.4379988