Applied Optics · 1986 · 53 citations · 15 references
EngineeringBiomedical EngineeringRadiologyBiomedical ImagingDiagnostic ImagingDiagnostic RadiologyComputed TomographyComputed Tomography PhysicsEntropyImage ReconstructionImage RestorationReconstruction TheoryComputed Tomography ReconstructionEntropy MaximizationEntropy MinimizationMaximum Entropy PrincipleReconstruction AlgorithmsRegularizationTomographic ImagingTomographic Reconstruction
In this paper we discuss the use of the maximum entropy principle in tomographic reconstruction. We emphasize that entropy maximization is the only consistent regularization technique for images. A method of encoding prior information is discussed, and an example of the use of prior knowledge in the restoration of a fuel pin bundle is given.
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Image reconstruction from incomplete and noisy data
S. F. Gull, G.J. Daniell · Nature · 1978 · 965 citations