Christine Largouët and Marie-Odile Cordier
Combining Observations and Expectations: Application to the Refinement of an Image Sequence
, Workshop UAI , Standford, CA, USA , 30 Juin , 2000 , Document

Abstract The main idea of this paper is to take profit of the available knowledge on the dynamics of a system to improve the quality of a sequence of observations issued by an image classifier. It has been applied to refine the landcover classification of an image sequence. The agricultural system is modeled by a probabilistic timed automaton. One of the original points is the use of both predicted and postdicted expectations which are combined to observations in a bayesian way.


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