Conceptual exploration package for data fusion

Anne-Laure Jousselme; Dominic Grenier; Eloi Bosse

doi:10.1117/12.381633

3 April 2000 Conceptual exploration package for data fusion

Anne-Laure Jousselme, Dominic Grenier, Eloi Bosse

Proceedings Volume 4051, Sensor Fusion: Architectures, Algorithms, and Applications IV; (2000) https://doi.org/10.1117/12.381633
Event: AeroSense 2000, 2000, Orlando, FL, United States

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.

Citation Download Citation

Anne-Laure Jousselme, Dominic Grenier, and Eloi Bosse "Conceptual exploration package for data fusion", Proc. SPIE 4051, Sensor Fusion: Architectures, Algorithms, and Applications IV, (3 April 2000); https://doi.org/10.1117/12.381633

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