Jury-rigging Maximum Likelihood from common Iterative Tomographic Reconstruction Methods — ICTMS Committee Dep of Applied Maths Australian National University
  1. Schedule
  2. Theme 1: Advances in tomographic image reconstruction
  3. Jury-rigging Maximum Likelihood from common Iterative Tomographic Reconstruction Methods

Jury-rigging Maximum Likelihood from common Iterative Tomographic Reconstruction Methods (181)

Murdock G Grewar 1 , Glenn R Myers 1 , Andrew M Kingston 1
  1. Australian National University, Canberra, ACT, Australia

The conventional iterative tomographic reconstruction schemes:Landweber Descent,SIRTand theConjugate Gradient Method, are implicitly optimisation routines each seeking to minimise an objective functiontaking the form of a sum of squares. Here we leverage this property to solve for Maximum Likelihood solutionsunder various imaging noise models.

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