Identity and attribute information fusion using evidential reasoning

Eloi Bosse; Marc-Alain Simard

doi:10.1117/12.276128

16 June 1997 Identity and attribute information fusion using evidential reasoning

Eloi Bosse, Marc-Alain Simard

Proceedings Volume 3067, Sensor Fusion: Architectures, Algorithms, and Applications; (1997) https://doi.org/10.1117/12.276128
Event: AeroSense '97, 1997, Orlando, FL, United States

Abstract

The aim of this paper is to explore the problem of fusing identity and attribute information emanating from different sources, and to offer the decision maker a quantitative analysis based on statistical methodology that can enhance his/her decision making process regarding the identity of detected objects. Two identity information fusion architectures are discussed here. The first is concerned with the fusion of identity declarations where the sources are expected to provide only useful and complete results such as an identity declaration. The second is concerned with the fusion of attribute information using a modified version of the Dempster-Shafer evidential combination algorithm.

Citation Download Citation

Eloi Bosse and Marc-Alain Simard "Identity and attribute information fusion using evidential reasoning", Proc. SPIE 3067, Sensor Fusion: Architectures, Algorithms, and Applications, (16 June 1997); https://doi.org/10.1117/12.276128

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