Demosaicing by smoothing along 1D features

26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR

Volumn , Issue , 2008, Pages

  Ajdin, Boris ^a   Hullin, Matthias B ^a   Fuchs, Christian ^a   Seidel, Hans Peter ^a   Lensch, Hendrik P A ^a  

^a MAX PLANCK INSTITUTE FOR INFORMATICS   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; CAMERAS; COLOR; COMPUTER VISION; COPYING; FEATURE EXTRACTION; IMAGE ENHANCEMENT; IMAGE PROCESSING; IMAGE RECORDING; IMAGING TECHNIQUES; MATHEMATICAL PROGRAMMING; OPTICAL PROPERTIES; OPTIMIZATION; PATTERN RECOGNITION; PIXELS;

BAYER PATTERNS; COLOR CHANNELS; COLOR INFORMATION; COLOR PICTURES; DEMOSAICING; DEMOSAICING ARTIFACTS; HDR IMAGING; IMAGE MOSAICKING; INTERPOLATION ALGORITHMS; ONE-DIMENSIONAL IMAGE; OPTIMIZATION SCHEMES; PIXEL POSITION; STOCHASTIC GLOBAL OPTIMIZATION;

GLOBAL OPTIMIZATION;

EID: 51949085555     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2008.4587653     Document Type: Conference Paper

References (28)

1. D. Alleysson, S. Süsstrunk, and J. Hérault. Linear demosaicing inspired by the human visual system. IEEE Transactions on Image Processing, 14(4):439-449, 2005.
2. B. Bayer. Color imaging array. U.S. Patent No. 3,971,065, July 1976.
3. E. P. Bennett, M. Uyttendaele, C. L. Zitnick, R. Szeliski, and S. B. Kang. Video and image bayesian demosaicing with a two color image prior. In 9th European Conference on Computer Vision (ECCV), pages 508-521, 2006.
4. E. Chang, S. Cheung, and D. Y. Pan. Color filter array recovery using a threshold-based variable number of gradients. In Proc. SPIE Vol. 3650, p. 36-43, Sensors, Cameras, and Applications for Digital Photography, pages 36-43, Mar. 1999.
5. D. Coffin. Dcraw. http://www.cybercom.net/dcoffin/dcraw/.
6. D. Cok. Signal processing method and apparatus for producing interpolated chrominance values in a sampled color image signal. U.S. Patent No. 4,642,678, 1987.
7. P. Debevec and J. Malik. Recovering high dynamic range radiance maps from photographs. In SIGGRAPH 1997, pages 369-378, 1997.
8. S. Farsiu, E. M., and M. P. Multi-frame demosaicing and super-resolution of color images. IEEE Trans. on Image Processing, 15:141-159, 2006.
9. B. Gunturk, Y. Altunbasak, and R. Mersereau. Color plane interpolation using alternating projections. IEEE Transactions on Image Processing, 11(9):997-1013, 2002.
10. B. Gunturk, J. Glotzbach, Y. Altunbasak, R. Schafer, and R. Mersereau. Demosaicking: Color filter array interpolation in single-chip digital cameras. IEEE Signal Processing Magazine, 22(1):44-54, 2005.
11. J. Hamilton and J. Adams. Adaptive color plane interpolation in single sensor color electronic camera. U.S. Patent No. 5,629,734, 1997.
12. R. Hibbard. Apparatus and method for adaptively interpolating a full color image utilizing chrominance gradients. U.S. Patent No. 5,382,976, 1995.
13. K. Hirakawa and T. Parks. Adaptive homogeneity-directed demosaicing algorithm. IEEE Transactions on Image Processing, 14(3):360-369, 2005.
14. R. Kakarala and Z. Baharov. Adaptive demosaicing with the principal vector method. IEEE Transactions on Consumer Electronics, 48(4):932-937, Nov 2002.
15. D. Keren and M. Osadchy. Restoring subsampled color images. Machine Vision and Applications, 11(4):197-202, Dec 1999.
16. R. Kimmel. Demosaicing: Image reconstruction from color ccd samples. IEEE Transactions on Image Processing, 8:1221-1228, 1999.
17. Kodak Eastman Company. PhotoCD PCD0992. http://r0k.us/graphics/kodak/.
18. C. Laroche and M. Prescott. Apparatus and method for adaptively interpolating a full color image utilizing chrominance gradients. U.S. Patent No. 5,373,322, 1994.
19. J. L. Maryak and D. C. Chin. Global random optimization by simultaneous perturbation stochastic approximation. In WSC '01: Proceedings of the 33nd conference on Winter simulation, pages 307-312, Washington, DC, USA, 2001. IEEE Computer Society.
20. L. Meylan, D. Alleysson, and S. Süsstrunk. A Model of Retinal Local Adaptation for the Tone Mapping of Color Filter Array Images. Journal of the Optical Society of America A (JOSA A), 24(9):2807-2816, 2007.
21. T. Mitsunaga and S. Nayar. Radiometric Self Calibration. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), volume 1, pages 374-380, Jun 1999.
22. S. Narasimhan and S. Nayar. Enhancing Resolution along Multiple Imaging Dimensions using Assorted Pixels. IEEE Transactions on Pattern Analysis and Machine Intelligence, 27(4):518-530, Apr 2005.
23. R. Ramanath and W. Snyder. Adaptive demosaicking. Journal of Electronic Imaging, 12(4):633-642, 2003.
24. R. Ramanath, W. Snyder, G. Bilbro, and W. Sander. Demosaicking methods for bayer color arrays. Journal of Electronic Imaging, 11(3):306-315, 2002.
25. M. Robertson, S. Borman, and R. Stevenson. Estimation-theoretic approach to dynamic range improvement using multiple exposures. Journal of Electronic Imaging, 12(2):219-228, 2003.
26. J. C. Spall. Overview of the simultaneous perturbation method for efficient optimization. Hopkins APL Technical Digest, 19:482-492, 1998.
27. Y. Takahashi, H. Kikuchi, S. Muramatsu, Y. Abe, and N. Mizutani. A new color demosaicing method using asymmetric average interpolation and its iteration. IEICE Trans. Fundam. Electron. Commun. Comput. Sci., E88-A(8):2108-2116, 2005.
28. C.-Y. Tsai and K.-T. Song. A new edge-adaptive demosaicing algorithm for color filter arrays. Image Vision Comput., 25(9):1495-1508, 2007.