Proceedings of International Conference on Image Processing
DOI: 10.1109/icip.1997.638723
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Conditional event algebra techniques for iterated image estimation

Abstract: Practical sequential estimation algorithms inherently involve "iterated conditioning"; that is, the estimate at any algorithm step is conditioned o n information passed f r o m the previous step. Except in special cases, standard probability theory cannot deal with operations like iterated conditioning, so it is dificult even to formulate algorithms that make optimal use of the available information. The recently developed Product Space Conditional Event Algebra (PS-CEA) allows f o r the definition of '%onditi… Show more

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