Title :
High-quality linear interpolation for demosaicing of Bayer-patterned color images
Author :
Malvar, Henrique S. ; He, Li-Wei ; Cutler, Ross
Author_Institution :
Microsoft Res., Redmond, WA, USA
Abstract :
This paper introduces a new interpolation technique for demosaicing of color images produced by single-CCD digital cameras. We show that the proposed simple linear filter can lead to an improvement in PSNR of over 5.5 dB when compared to bilinear demosaicing, and about 0.7 dB improvement in R and B interpolation when compared to a recently introduced linear interpolator. The proposed filter also outperforms most nonlinear demosaicing algorithms, without the artifacts due to nonlinear processing, and a much reduced computational complexity.
Keywords :
image colour analysis; image reconstruction; interpolation; Bayer-patterned color images; PSNR improvement; R/B interpolation; color image linear interpolation; computational complexity reduction; image demosaicing; linear filter; single-CCD digital cameras; Charge coupled devices; Color; Digital cameras; Interpolation; Nonlinear filters; Optical films; Optical filters; Optical sensors; Pixel; Sensor arrays;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
Print_ISBN :
0-7803-8484-9
DOI :
10.1109/ICASSP.2004.1326587