Information-Theoretic

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Information-Theoretic ImagingJ. A. O’Sullivan. CMU Seminar, 03/13/2002CollaboratorsFacultyDonald L. SnyderWilliam H. SmithDaniel R. FuhrmannJeffrey F. WilliamsonBruce R. WhitingRichard E. BlahutMichael I. MillerChrysanthe PrezaDavid G. PolitteJames G. BlaineStudents and Post-DocsMichael D. DeVoreNatalia A. SchmidMetin OzRyan MurphyJasenka BenacAdam Cataldo2
Information-Theoretic ImagingJ. A. O’Sullivan. CMU Seminar, 03/13/2002Outline:• Information Theory and Imaging• Hyperspectral Imaging- Information Value Decomposition• Transmission Tomography- Estimate in Exponential Family- Object-ConstrainedComputerized Tomography• Alternating Minimization Algorithms• Applications: HSI, CT• Conclusions3
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