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The noise reduction algorithms considered have different strategies for noise removal and types of noise assumptions.

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NIAID Data Ecosystem2026-05-02 收录
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Median filtering is excluded from this table since it has no explicit assumption regarding the noise being additive or signal-dependent. While the DivN approach, in principle, allows for incorporating any suitable imaging noise distribution, here we have follow the publicly available implementation and used a variant of the algorithm in which the noise distribution is described by a GMM. BM3D and ES3C incorporate a Gaussian noise assumption; the VST-based approaches and PMM assume Poisson noise.

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2024-06-10
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