Information-Theoretic

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Information-Theoretic ImagingJ. A. O’Sullivan. CMU Seminar, 03/13/2002PhysicalPhenomenaPhysical ScenePhysical SensorsMathematicalAbstractionsScene ModelSensor Modelsc C L 2 L 2ReproductionSpaceC CCriteriaPerformancel | c, fc , I || fc min d ,c dc,ĉ *dc,ĉ dĉ * ,ĉ 38
Information-Theoretic ImagingJ. A. O’Sullivan. CMU Seminar, 03/13/2002Problem DefinitionPhysical Phenomena:Electromagnetic Waves,Physical ObjectsMathematical Abstraction: Function Spaces (L 2 ),Dynamical ModelsSensor Models:Projection Models,StatisticsReproduction Space:Finite DimensionalApproximationOptimality CriterionDeterministic:Stochastic:Least Squares,Minimum DiscriminationMaximum Likelihood,MAP, MMSE39
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Information-Theoretic

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