Integrating Context Priors into a Decision Tree Classification Scheme
by
Kasim Terzić
,
Bernd Neumann
BibTeX
@MISC{Terzić_integratingcontext,
author = {Kasim Terzić and Bernd Neumann},
title = {Integrating Context Priors into a Decision Tree Classification Scheme},
year = {}
}
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Abstract
Abstract—Scene interpretation systems need to match (often ambiguous) low-level input data to concepts from a high-level ontology. In many domains, these decisions are uncertain and benefit greatly from proper context. This paper demonstrates the use of decision trees for estimating class probabilities for regions described by feature vectors, and shows how context can be introduced in order to improve the matching performance.
