Combining Observations and Expectations: Application to the Renement of an Image Sequence Classication
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by Marie-odile Cordier
http://www.irisa.fr/aida/Christine.Largouet/uai.ps
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Abstract:
The main idea of this paper is to take prot of the available knowledge on the dynamics of a system to improve the quality of a sequence of observations issued by an image classier. It has been applied to rene the landcover classication 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. 1
Citations
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| 1 | Timed Automata Model to Improve the Classication of a Sequence of Images – Largouet, Cordier - 2000 |
