Low‐complexity hybrid demosaicing for color filter arrays

Abstract This paper presents a cost‐effective hybrid demosaicing algorithm for Bayer color filter array images. Unlike many iterative methods that require interpolating each color plane many times, the proposed algorithm requires only three times. Two edge‐sensitive algorithms, one modified and the other new, are proposed to interpolate green pixels along the edge orientation in the color‐difference space. Experimental results show that the proposed algorithm achieves more satisfying image quality than previous demosaicing techniques in terms of subjective and objective measurements, especially at peak signal‐to‐noise ratio.

[1]  Yücel Altunbasak,et al.  Color plane interpolation using alternating projections , 2002, 2002 IEEE International Conference on Acoustics, Speech, and Signal Processing.

[2]  Thomas W. Parks,et al.  Adaptive homogeneity-directed demosaicing algorithm , 2003, Proceedings 2003 International Conference on Image Processing (Cat. No.03CH37429).

[3]  Stan Z. Li,et al.  Learning multiview face subspaces and facial pose estimation using independent component analysis , 2005, IEEE Transactions on Image Processing.

[4]  Yap-Peng Tan,et al.  Hybrid color filter array demosaicking for effective artifact suppression , 2006, J. Electronic Imaging.

[5]  Yap-Peng Tan,et al.  Color filter array demosaicking: new method and performance measures , 2003, IEEE Trans. Image Process..

[6]  Soo-Chang Pei,et al.  Effective color interpolation in CCD color filter arrays using signal correlation , 2003, IEEE Trans. Circuits Syst. Video Technol..

[7]  Chung-Yen Su Highly effective iterative demosaicing using weighted-edge and color-difference interpolations , 2006, IEEE Transactions on Consumer Electronics.

[8]  Xin Li,et al.  Demosaicing by successive approximation , 2005, IEEE Transactions on Image Processing.

[9]  Li Chen,et al.  Color filter array demosaicking using wavelet-based subband synthesis , 2005, IEEE International Conference on Image Processing 2005.