Title :
High quality image interpolation for color filter arrays
Author :
Lee, Chulhee ; Kim, Jaeseok ; Lee, Bongiun
Author_Institution :
Dept. of Electr. & Comput. Eng., Yonsei Univ., Seoul, South Korea
Abstract :
We propose a color interpolation method using high order B-splines for a single-chip CCD (charge-coupled device). Single-chip digital cameras use a color filter array (CFA) and an interpolation method in order to reconstruct high quality images from sparsely sampled images. Frequently, single-chip digital cameras use the bilinear interpolation method due to the simple implementation and fast processing time. We have applied the interpolation algorithm using the cubic spline in order to obtain high quality images. Experiments show that the cubic spline interpolation method provides better performance than the bilinear interpolation method
Keywords :
CCD image sensors; image colour analysis; image reconstruction; image sampling; interpolation; splines (mathematics); bilinear interpolation; color filter array; color filter arrays; color interpolation method; cubic spline interpolation; digital cameras; experiments; high order B-splines; high quality image interpolation; image reconstruction; single-chip CCD; single-chip charge-coupled device; sparsely sampled images; Charge coupled devices; Charge-coupled image sensors; Color; Colored noise; Digital cameras; Digital filters; Image restoration; Integral equations; Interpolation; Spline;
Conference_Titel :
Systems, Man, and Cybernetics, 2000 IEEE International Conference on
Conference_Location :
Nashville, TN
Print_ISBN :
0-7803-6583-6
DOI :
10.1109/ICSMC.2000.886076