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Enhancement of multiple hypothesis tracking algorithm with C4.5 algorithm | IEEE Conference Publication | IEEE Xplore

Enhancement of multiple hypothesis tracking algorithm with C4.5 algorithm


Abstract:

In this paper, the improvement provided by the utilization of C4.5 classification algorithm to the hypothesis generation process of the k-best Multi-Hypothesis Tracker (M...Show More

Abstract:

In this paper, the improvement provided by the utilization of C4.5 classification algorithm to the hypothesis generation process of the k-best Multi-Hypothesis Tracker (MHT) is investigated. It has been shown through simulations that the pre-filtering the measurements by the C4.5 algorithm, especially in high clutter scenarios, reduces the number of generated hypothesis by the MHT significantly.
Date of Conference: 18-20 April 2012
Date Added to IEEE Xplore: 28 May 2012
ISBN Information:
Print ISSN: 2165-0608
Conference Location: Mugla, Turkey

References

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