Adaptive guided upsampling for color image demosaicking

Yosuke Ueki, Takuro Yamaguchi, Masaaki Ikehara

    研究成果: Conference contribution

    抜粋

    Color demosaicking is a significant step that enables digital cameras to recover full pixels from a raw image. In this paper, we propose an efficient color image demosaicking model based on guided upsampling. Guided upsampling using residual interpolation has been prominent in comparison to other methods. In the present study, we developed an adaptive guided upsampling method without RI. Our approach consists of adaptive guided upsampling and color-component difference interpolation. We utilize color difference interpolation and guided upsampling for its preprocessing in the G channel interpolation and interpolate the R and B channel with guided upsampling using recovered G channel. The results of the experiments prove that our approach is superior to RI-based methods on both objective and subjective performance for the Kodak and the IMAX datasets.

    元の言語English
    ホスト出版物のタイトル2018 26th European Signal Processing Conference, EUSIPCO 2018
    出版者European Signal Processing Conference, EUSIPCO
    ページ2240-2244
    ページ数5
    2018-September
    ISBN(電子版)9789082797015
    DOI
    出版物ステータスPublished - 2018 11 29
    イベント26th European Signal Processing Conference, EUSIPCO 2018 - Rome, Italy
    継続期間: 2018 9 32018 9 7

    Other

    Other26th European Signal Processing Conference, EUSIPCO 2018
    Italy
    Rome
    期間18/9/318/9/7

    ASJC Scopus subject areas

    • Signal Processing
    • Electrical and Electronic Engineering

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  • これを引用

    Ueki, Y., Yamaguchi, T., & Ikehara, M. (2018). Adaptive guided upsampling for color image demosaicking. : 2018 26th European Signal Processing Conference, EUSIPCO 2018 (巻 2018-September, pp. 2240-2244). [8553529] European Signal Processing Conference, EUSIPCO. https://doi.org/10.23919/EUSIPCO.2018.8553529