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A Hybrid Estimation Theoretic-POCS Method for Tomographic Image Reconstruction

Fernando V. SalinaNelson D. A. Mascarenhas

We present in this work a new method for the tomographic reconstruction with Poisson noise corrupted projections. The reconstruction method is a hybrid estimation theoretic-POCS (Projection Onto Convex Sets) method performed by first estimating the noisy projections using Anscombe Transformation, Discrete Wavelet Transform and pointwise Wiener filter and subsequently reconstructing the images through a parallel POCS method. The use of a previous filtering of the projections imposes a tighter restriction on the observation of the POCS method, allowing a better reconstruction, with a very little increase in computational cost.

http://doi.ieeecomputersociety.org/10.1109/SIBGRAPI.2005.4

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