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Proceedings Paper

Conceptual exploration package for data fusion
Author(s): Anne-Laure Jousselme; Dominic Grenier; Eloi Bosse
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Paper Abstract

In this paper, we present a software package designed to explore data fusion area applied to different contexts. This tool, called CEPfuse (Conceptual Exploration Package for Data Fusion) provides a good support to become familiar with all concepts and vocabulary linked to data fusion. Developed with Matlab 5.2, it's also a good tool to test, compare and analyze algorithms. Although the core of this package is evidential reasoning and identity information fusion, it has been conceived to develop all the interesting part of the Multi-Sensor Data Fusion system. Actually, because we concentrate our research work on identity information fusion, the principal included algorithms are Dempster- Shafer rules of combination, Shafer-Logan algorithms for hierarchical structures, and several decision rules.

Paper Details

Date Published: 3 April 2000
PDF: 12 pages
Proc. SPIE 4051, Sensor Fusion: Architectures, Algorithms, and Applications IV, (3 April 2000); doi: 10.1117/12.381633
Show Author Affiliations
Anne-Laure Jousselme, Univ. Laval (Canada)
Dominic Grenier, Univ. Laval (Canada)
Eloi Bosse, Univ. Laval (Canada)

Published in SPIE Proceedings Vol. 4051:
Sensor Fusion: Architectures, Algorithms, and Applications IV
Belur V. Dasarathy, Editor(s)

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