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Multispectral demosaicing using pseudo-panchromatic image

Abstract : Single-sensor color cameras, which classically use a color filter array (CFA) to sample RGB channels, have recently been extended to the multispectral domain. To sample more than three wavelength bands, such systems use a multispectral filter array (MSFA) that provides a raw image in which a single channel value is available at each pixel. A demosaicing procedure is then needed to estimate a fully-defined multispectral image. In this paper, we review multispectral demosaicing methods and propose a new one based on the pseudo-panchromatic image (PPI). Pixel values in the PPI are computed as the average spectral values. Experimental results show that our method provides estimated images of better quality than classical ones.
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Contributor : Ludovic Macaire <>
Submitted on : Thursday, January 25, 2018 - 10:28:26 PM
Last modification on : Friday, November 27, 2020 - 2:20:04 PM
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Sofiane Mihoubi, Olivier Losson, Benjamin Mathon, Ludovic Macaire. Multispectral demosaicing using pseudo-panchromatic image. IEEE Transactions on Computational Imaging, IEEE, 2017, 3 (4), pp.982-995. ⟨10.1109/TCI.2017.2691553⟩. ⟨hal-01507480⟩



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