Bayesian Feature Fusion Using Factor Graph in Reduced Normal Form

Bayesian Feature Fusion Using Factor Graph in Reduced Normal Form

In this work, we investigate an Information Fusion architecture based on a Factor Graph in Reduced Normal Form. This paradigm permits to describe the fusion in a completely probabilistic framework and the information related to the different features are represented as messages that flow in a probab...

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Bibliographic Details
Main Authors: Amedeo Buonanno, Antonio Nogarotto, Giuseppe Cacace, Giovanni Di Gennaro, Francesco A. N. Palmieri, Maria Valenti, Giorgio Graditi
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Applied Sciences
Subjects:
Data Fusion
bayesian networks
belief propagation
factor graph
Online Access:https://www.mdpi.com/2076-3417/11/4/1934

Internet

https://www.mdpi.com/2076-3417/11/4/1934

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