2002 · 33 citations · 5 references
EngineeringBiomedical EngineeringRadiologyBayesian Data AnalysisBiomedical ImagingDiagnostic ImagingComputed TomographyComputed Tomography PhysicsImage ReconstructionMedical ImagingSurface ReconstructionThree-dimensional ReconstructionComputed Tomography ReconstructionDistortion Energy TheoryIll-posed Inverse ProblemsIll-posed ProblemsModel-based Image ReconstructionReconstruction AlgorithmsTomographic ImagingTomographic Reconstruction
When dealing with ill-posed inverse problems in data analysis, the Bayesian approach allows one to use prior information to guide the result toward reasonable solutions. In this work the model consists of an object whose amplitude is constant inside a flexible boundary. The flexibility of the boundary is controlled by through a distortion energy. We present an example of reconstruction of the cross section of a blood vessel from just two projections.< <ETX xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">></ETX>
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An object-oriented optimization system
G. Cunningham, K. M. Hanson, Glenn Jennings et al. · 2002 · 18 citations