search-head

Sie sind hier: Homepage >  Suche

    Video and Image Bayesian Demosaicing with a Two Color Image Prior

    Video and Image Bayesian Demosaicing with a Two Color Image Prior

    Freier Zugriff

    Abstract The demosaicing process converts single-CCD color representations of one color channel per pixel into full per-pixel RGB. We introduce a Bayesian technique for demosaicing Bayer color filter array patterns that is based on a statistically-obtained two color per-pixel image prior. By modeling all local color behavior as a linear combination of two fully specified RGB triples, we avoid color fringing artifacts while preserving sharp edges. Our grid-less, floating-point pixel location architecture can process both single images and multiple images from video within the same framework, with multiple images providing denser color samples and therefore better color reproduction with reduced aliasing. An initial clustering is performed to determine the underlying local two color model surrounding each pixel. Using a product of Gaussians statistical model, the underlying linear blending ratio of the two representative colors at each pixel is estimated, while simultaneously providing noise reduction. Finally, we show that by sampling the image model at a finer resolution than the source images during reconstruction, our continuous demosaicing technique can super-resolve in a single step.

    Zugriff

    Download

    Exportieren, teilen und zitieren

    Dokumentinformationen

    Titel :

    Video and Image Bayesian Demosaicing with a Two Color Image Prior

    Beteiligte:
    Bennett, Eric P. (Autor:in) / Uyttendaele, Matthew (Autor:in) / Zitnick, C. Lawrence (Autor:in) / Szeliski, Richard (Autor:in) / Kang, Sing Bing (Autor:in)
    Erschienen in:

    Computer Vision – ECCV 2006 ; 3 ; 508-521

    Lecture Notes in Computer Science ; 3951 , 3

    Erscheinungsdatum :

    2006-01-01

    Format / Umfang :

    14 pages

    ISBN :

    978-3-540-33832-1 , 978-3-540-33833-8

    ISSN :

    0302-9743 , 1611-3349

    DOI :

    https://doi.org/10.1007/11744023_40

    Medientyp :

    Aufsatz/Kapitel (Buch)

    Format :

    Elektronische Ressource

    Sprache :

    Englisch

    Schlagwörter :

    Color Image , Color Channel , Multiple Image , Bayer Color , Bilinear Interpolation Computer Science , Image Processing and Computer Vision , Pattern Recognition , Computer Graphics , Artificial Intelligence

    Ähnliche Titel

    Video and Image Bayesian Demosaicing with a Two Color Image Prior

    Bennett, E. P. / Uyttendaele, M. / Zitnick, C. L. et al. | British Library Conference Proceedings | 2006

    2PFC™ (two pixels, full color): Image sensor demosaicing and characterization

    Tamburrino, D. / Speigle, J.M. / Tweet, D.J. et al. | British Library Online Contents | 2010

    Adaptive color demosaicing and false color removal

    Guarnera, M. / Messina, G. / Tomaselli, V. | British Library Online Contents | 2010

    Fast Algorithms for Single Chip Video Demosaicing

    Mukherjee, J. / Mitra, S. K. / Visual Information Engineering Network (Institution of Engineering and Technology) | British Library Conference Proceedings | 2006

    Low-complexity linear demosaicing using joint spatial-chromatic image statistics

    Portilla, J. / Otaduy, D. / Dorronsoro, C. | IEEE | 2005

    Zugriff

    Download

    Seitennavigation

    Dokumentinformationen

    Ähnliche Titel

    Exportieren, teilen und zitieren