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Ring artifact and Poisson noise attenuation via volumetric multiscale nonlocal collaborative filtering of spatially correlated noise

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Streaks and Poissonian noise in tomography data are attenuated using a new two-stage multiscale volumetric filtering framework where the degradations are modeled as correlated noise. The procedure is fully automatic,… Click to show full abstract

Streaks and Poissonian noise in tomography data are attenuated using a new two-stage multiscale volumetric filtering framework where the degradations are modeled as correlated noise. The procedure is fully automatic, offers improved feature preservation, and can be further combined with regularized reconstructions to deliver state-of-the-art imaging quality.

Keywords: noise; noise attenuation; artifact poisson; ring artifact; correlated noise; poisson noise

Journal Title: Journal of Synchrotron Radiation
Year Published: 2022

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