Title :
An efficient color demosaicing using Approximated Directional Line Averages
Author :
Cho, Yang-Ki ; Lee, Joo-Seok ; Yang, Hyeon-Mi ; Kim, Hi-Seok
Author_Institution :
Embedded Syst. R&D Center
Abstract :
This paper proposes an efficient demosaicing method to interpolate color filter array images. The proposed method based on the edge sensing technique improves the interpolation performance by adopting the color difference model for a green channel as well as a red/blue channel. In particular, the green channel interpolation method with a new concept includes the gradient operator, which uses the total amount of slope changes in adjacent color information, and the missing green color estimation, which uses Approximated Directional Line Averages. Comparing with various comparative experiments between the conventional results and the proposed ones, the performances of the proposed method in this paper outperform other conventional methods both in numerical and visual aspects. Our method of demosaicing improves the standard performance by 29.98 dB on the average in comparison of other methods based on the bilinear interpolation.
Keywords :
approximation theory; image colour analysis; interpolation; optical filters; approximated directional line average; color demosaicing; color difference model; color filter array images; edge sensing technique; green channel interpolation method; Color; Digital images; Filters; Gray-scale; Image reconstruction; Image sensors; Interpolation; Pixel; Sensor arrays; Testing; CFA interpolation; Color difference; Demosaicing;
Conference_Titel :
SoC Design Conference, 2008. ISOCC '08. International
Conference_Location :
Busan
Print_ISBN :
978-1-4244-2598-3
Electronic_ISBN :
978-1-4244-2599-0
DOI :
10.1109/SOCDC.2008.4815700