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CPDDNet: Color-Polarization Denoising and Demosaicking Network

Color-polarization imaging using a color-polarization filter array (CPFA) sensor captures both texture (color intensity) and physical (polarization) information of the scene in a single shot, enabling various applications in computer vision. However, the raw mosaic output from a CPFA sensor often suffers from severe noise and resolution loss, especially under low-light conditions. Existing methods generally focus on either denoising or demosaicking tasks, failing to capture the coupling between them and neglecting shared low-level features. In this paper, we propose a color-polarization denois

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  • LinkedLinked via arxiv author · 85%Qihang Zhang

    CPDDNet: Color-Polarization Denoising and Demosaicking Network

  • LinkedLinked via arxiv author · 85%Yusuke Monno

    CPDDNet: Color-Polarization Denoising and Demosaicking Network

  • LinkedLinked via arxiv author · 85%Masayuki Tanaka

    CPDDNet: Color-Polarization Denoising and Demosaicking Network

  • LinkedLinked via arxiv author · 85%Masatoshi Okutomi

    CPDDNet: Color-Polarization Denoising and Demosaicking Network

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