Title :
New color filter arrays of high light sensitivity and high demosaicking performance
Author :
Wang, Jue ; Zhang, Chao ; Hao, Pengwei
Author_Institution :
Key Lab. of Machine Perception, Peking Univ., Beijing, China
Abstract :
For high light sensitivity, new CFA designs use panchromatic pixels, aka white pixels, that no visible spectrum energy is filtered. Kodak´s CFA2.0 has 50% white pixels, but the demosaicking performance is not good. We present in this work a set of new color filter arrays (CFA) of high light sensitivity and high demosaicking performance which were obtained by using a CFA design methodology in the frequency domain. The new patterns are of size 5×5 and come from the same frequency structure, which has one luma in the base band at (0, 0) and four chromas (two conjugate pairs) placed at (4π/5, 2π/5), (- 4π/5, - 2π/5), (2π/5, - 4π/5) and (- 2π/5, 4π/5), respectively. The new patterns are optimized to have only white (panchromatic) and three primary color pixels and the pixels are found to be 40% white, 20% red, 20% green and 20% blue by pixel color constrained optimization. Our demosaicking experiments show that our new CFA patterns outperform Kodak CFA2.0 in both objective and subjective quality.
Keywords :
filtering theory; image colour analysis; image segmentation; optimisation; CFA; Kodak´s CFA2.0; color filter arrays; filtering theory; high demosaicking performance; high light sensitivity; panchromatic pixels; visible spectrum energy; white pixels; Discrete Fourier transforms; Frequency division multiplexing; Frequency domain analysis; Image color analysis; Optimization; Sensitivity; Color Filter Array (CFA); Demosaicking; Discrete Fourier Transform (DFT); Light Sensitivity; Multiplexing;
Conference_Titel :
Image Processing (ICIP), 2011 18th IEEE International Conference on
Conference_Location :
Brussels
Print_ISBN :
978-1-4577-1304-0
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2011.6116336