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Statistical denoising

Statistical Denoising,

Sinogram Domain

Sinogram => Adaptive or iterative denoiser => Cleaned

sinogram => FBP => Final Image

Wang et al., T-MI, Oct. 2006, using PWLS-GS on sinogram

Filtered Backprojection Low Dose

FBP from denoised sinogram

Statistical Reconstruction in CT, Jeffrey A. Fessler, SPIE Medical Imaging Workshop, Feb. 13, 2011