Edge pattern based demosaicking algorithm of color filter array

Zhanjie Song , Dongdong Wang , Zhe Huang , Yanwei Pang

Transactions of Tianjin University ›› 2013, Vol. 19 ›› Issue (1) : 29 -36.

PDF
Transactions of Tianjin University ›› 2013, Vol. 19 ›› Issue (1) : 29 -36. DOI: 10.1007/s12209-013-1810-5
Article

Edge pattern based demosaicking algorithm of color filter array

Author information +
History +
PDF

Abstract

An efficient adaptive approximation demosaicking algorithm based on the sampled edge pattern was presented for mosaic images from Bayer color filter array. The proposed algorithm determined edge patterns by four nearest green values surrounding the green interpolation location. Then according to the edge patterns, different adaptive interpolation steps were applied. Simulations on 12 Kodak photos and 15 IMAX high-quality images showed that the proposed method outperformed the other four demosaicking methods (bilinear, effective color interpolation, Lu’s method and Chen’s method) for average color peak signal to noise ratios and maintained a relatively low complexity owing to constant color-difference interpolation step and a reasonable terminating condition of iteration.

Keywords

color filter array / demosaicking / digital camera / CFA interpolation

Cite this article

Download citation ▾
Zhanjie Song, Dongdong Wang, Zhe Huang, Yanwei Pang. Edge pattern based demosaicking algorithm of color filter array. Transactions of Tianjin University, 2013, 19(1): 29-36 DOI:10.1007/s12209-013-1810-5

登录浏览全文

4963

注册一个新账户 忘记密码

References

[1]

Lukac R., Plataniotis K. N.. Color filter arrays: Design and performance analysis[J]. IEEE Transactions on Consumer Electronics, 2005, 51(4): 1260-1267.

[2]

Chung K. L., Yang W. J., Yan W. M., et al. Demosaicing of color filter array captured images using gradient edge detection masks and adaptive heterogeneity-projection[J]. IEEE Transactions on Image Processing, 2008, 17(12): 2356 2367

[3]

Pei S. C., Tam I. K.. Effective color interpolation in CCD color filter array using signal correlation[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2003, 13(6): 503-513.

[4]

Hamilton J F, Adams J E. Adaptive color plane interpolation in single sensor electronic camera: US, 5629734 [P]. 1997-05-13.

[5]

Lu W. M., Tan Y. P.. Color filter array demosaicing: New method and performance measures[J]. IEEE Transactions on Image Processing, 2003, 12(10): 1194-1210.

[6]

Lukac R., Plataniotis K. N., Hatzinakos D., et al. A novel cost effective demosaicing approach[J]. IEEE Transactions on Consumer Electronics, 2004, 50(1): 256-261.

[7]

Huang Y S, Cheng S Y. Effective color-difference-based interpolation algorithm for CFA image demosaicking[C]. In: 17th International Multimedia Modeling Conference. Taipei, China, 2011.

[8]

Menon D., Andriani S., Calvagno G.. Demosaicing with directional filtering and a posteriori decision[J]. IEEE Transactions on Image Processing, 2007, 16(1): 132 141

[9]

Pekkucuksen I., Altunbasak Y.. Directional color filter array interpolation based on multiscale color gradients[C]. 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2011, USA: Center for Signal & Image Process, Georgia Institute of Technology.

[10]

Chen W. J., Chang P. Y.. Effective demosaicking algorithm based on edge property for color filter arrays[J]. Digital Signal Processing, 2011, 22(1): 161-169.

[11]

Dubois E.. Frequency-domain methods for demosaicking of Bayer-sampled color images[J]. IEEE Signal Processing Letters, 2005, 12(12): 847-850.

[12]

Lee J., Jeong T., Lee C.. Edge-adaptive demosaicking for artifact suppression along line edges[J]. IEEE Transactions on Consumer Electronics, 2007, 53(3): 1076 1083

[13]

Kodak Lossless True Color lmage Suite[EB/OL]. http://rok.us.graphics/kodak/, 1999.

[14]

Zhang L., Wu X. L., Buades A., et al. Color demosaicking by local directional interpolation and nonlocal adaptive thresholding[J]. Journal of Electronic Imaging, 2011, 20(2): 023016

[15]

Li X, Gunturk B, Zhang L. Image demosaicing: A systematic survey[C]. In: Proceedings of the SPIE. The International Society for Optical Engineering. San Jose, USA, 2008.

AI Summary AI Mindmap
PDF

107

Accesses

0

Citation

Detail

Sections
Recommended

AI思维导图

/