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Restoring Subsampled Color Images (1999)  (Make Corrections)  (4 citations)
Daniel Keren, Margarita Osadchy
Machine Vision and Applications



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Abstract: In some capturing devices, such as digital cameras, there is only one color sensor at each pixel. Usually, 50% of the pixels have only a green sensor, 25% only a red sensor, and 25% only a blue sensor. The problem is then to restore the two missing colors at each pixel -- this is called "demosaicing", because the original samples are usually arranged in a mosaic pattern. In this short paper, a few demosaicing algorithms are developed and compared. They all incorporate a notion of "smoothness in ... (Update)

Context of citations to this paper:   More

...is close or equal to zero. The algorithm requires three iterations and is computationally heavy. Methods using regularization theory [7] or a Bayesian approach [16,17] have also been published. Authors report good results, not easily reproducible, to the detriment of...

Cited by:   More
Advances and Challenges in Super-Resolution - Farsiu, Robinson, Elad, Milanfar (2004)   (Correct)
Multi-Frame Demosaicing and Super-Resolution of Color Images - Farsiu, Elad, Milanfar   (Correct)
Multi-Frame Demosaicing and Super-Resolution from.. - Farsiu, Elad, Milanfar (2004)   (Correct)

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0.5:   Bayesian Multichannel Image Restoration.. - Molina, Mateos.. (2003)   (Correct)
0.5:   Geometric-Variational Approach for Color Image Enhancement.. - Kimmel, Sochen (1999)   (Correct)

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3:   Demosaicing of color images using steerable wavelets (context) - Hel-Or, Keren - 2002
3:   Apparatus and method for adaptive for adaptively interpolating a full color imag.. (context) - Laroche, Prescott - 1994
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BibTeX entry:   (Update)

D. Keren, M. Osadchy, 1999, Restoring subsampled color images, Machine Vision and Applications, 11, pp197-202 http://citeseer.ist.psu.edu/keren99restoring.html   More

@article{ keren99restoring,
    author = "Daniel Keren and Margarita Osadchy",
    title = "Restoring subsampled color images",
    journal = "Machine Vision and Applications",
    volume = "11",
    number = "4",
    pages = "197-202",
    year = "1999",
    url = "citeseer.ist.psu.edu/keren99restoring.html" }
Citations (may not include all citations):
345   Vector Quantization and Signal Compression (context) - Gersho - 1992
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16   Images as embedding maps and minimal surfaces: Movies - Kimmel, Malladi et al. - 1997
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13   Reconstruction of CCD images using template matching (context) - DR - 1994
9   Restoration of color images by multichannel Kalman filtering (context) - NP, RT - 1991
7   Method and apparatus for recovering image data through the u.. (context) - MA - 1995
6   Stochastic modeling and estimation of multispectral image da.. - RR, RL - 1995
5   Signal processing method and apparatus for producing interpo.. (context) - DR - 1987
5   Probabilistic analysis of regularization (context) - Keren, Werman - 1993
5   Multi-level surface reconstruction (context) - Terzopoulos - 1984
5   Regularized multichannel restoration using cross-validation (context) - Zhu - 1995
4   Simultaneous multichannel image restoration and estimation o.. - MG, AG - 1997
2   A natural norm for color processing (context) - Kimmel - 1998
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1   Method and apparatus for recontructing missing color samples (context) - WT - 1988
1   Method of processing sampled signal values produced by a col.. (context) - DR - 1991

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