Title :
Effective demosaicing using subband correlation
Author :
Su, Chung-Yen ; Kao, Wen-Chung
Author_Institution :
Dept. of Appl. Electron. Technol., Nat. Taiwan Normal Univ., Taipei
fDate :
2/1/2009 12:00:00 AM
Abstract :
An effective demosaicing is presented to restore the missing pixels of images captured from single-sensor cameras. The proposed method uses sub-image subband correlation to enable a good initial interpolation and accurate edge detection. Experimental results show that the proposed method not only has less computation but also produces higher quality than previous iterative demosaicing methods and a recent published subband synthesis technique.
Keywords :
cameras; edge detection; image resolution; image restoration; interpolation; edge detection; image restoration; interpolation; iterative demosaicing methods; pixels; single-sensor cameras; subband correlation; subband synthesis technique; Color; Discrete wavelet transforms; Filters; Image edge detection; Image restoration; Interpolation; Iterative algorithms; Pixel; Sensor arrays; Wavelet coefficients; Chung-Yen Su; Wen-Chung Kao;
Journal_Title :
Consumer Electronics, IEEE Transactions on
DOI :
10.1109/TCE.2009.4814435