Acta Photonica Sinica, Volume. 53, Issue 9, 0911003(2024)

A Weighted Guide Filtering Demosaicing Method with Weighting Coefficients Based on RGB-NIR Filter Array

Xin WU1,2, Baoteng XU2, Jialin LIU2, Wei ZHOU2, and Xibin YANG1,2、*
Author Affiliations
  • 1School of Biomedical Engineering (Suzhou), Division of Life Sciences and Medicine, University of Science and Technology of China, Suzhou 215163, China
  • 2Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, Suzhou 215163, China
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    References(23)

    [1] CHEN Z, ZHU N, PACHECO S et al. Single camera imaging system for color and near-infrared fluorescence image guided surgery[J]. Biomedical Optics Express, 5, 2791-2797(2014).

    [2] OH G, CHO H J, SUH S et al. Multicolor fluorescence imaging using a single RGB-NIR CMOS sensor for cancer detection with smURFP-labeled probiotics[J]. Biomedical Optics Express, 11, 2951-2963(2020).

    [3] FENG K, ZHAO Y, CHAN J C et al. Mosaic convolution-attention network for demosaicing multispectral filter array images[J]. IEEE Transactions on Computational Imaging, 7, 864-878(2021).

    [4] FENG K, ZENG H, ZHAO Y et al. Unsupervised spectral demosaicing with lightweight spectral attention networks[J]. IEEE Transactions on Image Processing, 33, 1655-1669(2024).

    [5] GUPTA M, RATHI V, GOYAL P. Adaptive and progressive multispectral image demosaicking[J]. IEEE Transactions on Computational Imaging, 8, 69-80(2022).

    [6] MONNO Y, KIKUCHI S, TANAKA M et al. A practical one-shot multispectral imaging system using a single image sensor[J]. IEEE Transactions on Image Processing, 24, 3048-3059(2015).

    [7] MARTINELLO M, WAJS A, QUAN S et al. Dual aperture photography: image and depth from a mobile camera[C], 1-10(2015).

    [8] TANG H, ZHANG X, ZHUO S et al. High resolution photography with an RGB-infrared camera[C], 1-10(2015).

    [9] HU X, HEIDE F, DAI Q et al. Convolutional sparse coding for RGB+NIR imaging[J]. IEEE Transactions on Image Processing, 27, 1611-1625(2018).

    [10] MONNO Y, TANAKA M, OKUTOMI M. Multispectral demosaicking using guided filter[C], 8299, 82990O(2012).

    [11] MONNO Y, TERANAKA H, YOSHIZAKI K et al. Single-sensor RGB-NIR imaging: high-quality system design and prototype implementation[J]. IEEE Sensors Journal, 19, 497-507(2019).

    [12] MONNO Y, KIKU D, KIKUCHI S et al. Multispectral demosaicking with novel guide image generation and residual interpolation[C], 645-649(2014).

    [13] LI Z, ZHENG J, ZHU Z et al. Weighted guided image filtering[J]. IEEE Transactions on Image Processing, 24, 120-129(2015).

    [14] PEKKUCUKSEN I, ALTUNBASAK Y. Gradient based threshold free color filter array interpolation[C], 137-140(2010).

    [15] KIKU D, MONNO Y, TANAKA M et al. Residual interpolation for color image demosaicking[C], 2304-2308(2013).

    [16] HE K, SUN J, TANG X. Guided image filtering[C], 6311, 1-14(2010).

    [17] HE K, SUN J, TANG X. Guided image filtering[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 35, 1397-1409(2013).

    [18] HIBBARD R H. Apparatus and method for adaptively interpolating a full color image utilizing luminance gradients[P].

    [19] LUKAC R, PLATANIOTIS K N, HATZINAKOS D et al. A novel cost effective demosaicing approach[J]. IEEE Transactions on Consumer Electronics, 50, 256-261(2004).

    [20] GUNTURK B K, ALTUNBASAK Y, MERSEREAU R M. Color plane interpolation using alternating projections[J]. IEEE Transactions on Image Processing, 11, 997-1013(2002).

    [21] PEI S, TAM I. Effective color interpolation in CCD color filter arrays using signal correlation[J]. IEEE Transactions on Circuits and Systems for Video Technology, 13, 503-513(2003).

    [22] NONAKA Y, YOSHIDA D, KITAMURA S et al. Monocular Color-IR imaging system applicable for various light environments[C], 1-5(2018).

    [23] MITTAL A, SOUNDARARAJAN R, BOVIK A C. Making a “completely blind” image quality analyzer[J]. IEEE Signal Processing Letters, 20, 209-212(2013).

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    Xin WU, Baoteng XU, Jialin LIU, Wei ZHOU, Xibin YANG. A Weighted Guide Filtering Demosaicing Method with Weighting Coefficients Based on RGB-NIR Filter Array[J]. Acta Photonica Sinica, 2024, 53(9): 0911003

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    Paper Information

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    Received: Feb. 2, 2024

    Accepted: Mar. 28, 2024

    Published Online: Nov. 13, 2024

    The Author Email: Xibin YANG (yangxb@sibet.ac.cn)

    DOI:10.3788/gzxb20245309.0911003

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