An audio-visual sensor fusion approach for feature based vehicle identification | IEEE Conference Publication | IEEE Xplore

An audio-visual sensor fusion approach for feature based vehicle identification


Abstract:

In this article we present our software framework for embedded online data fusion, called I-SENSE. We discuss the fusion model and the decision modeling approach using su...Show More

Abstract:

In this article we present our software framework for embedded online data fusion, called I-SENSE. We discuss the fusion model and the decision modeling approach using support vector machines. Due to the system complexity and the genetic approach a data oriented model is introduced. The main focus of the article is targeted at our techniques for extracting features of acoustic-and visual-data. Experimental results of our "traffic surveillance" case study demonstrate the feasibility of our multi-level data fusion approach.
Date of Conference: 05-07 September 2007
Date Added to IEEE Xplore: 07 January 2008
ISBN Information:
Conference Location: London, UK

References

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