Comparison of multitarget track initiation techniques in clutter environments

Henry Leung; Zhijian Hu; Martin Blanchette

doi:10.1117/12.213095

5 July 1995 Comparison of multitarget track initiation techniques in clutter environments

Henry Leung, Zhijian Hu, Martin Blanchette

Author Affiliations +

Proceedings Volume 2485, Automatic Object Recognition V; (1995) https://doi.org/10.1117/12.213095
Event: SPIE's 1995 Symposium on OE/Aerospace Sensing and Dual Use Photonics, 1995, Orlando, FL, United States

Abstract

This paper compares the performance of multitarget track initiation techniques in clutter environments using real radar data collected by an operating radar system. The track initiation problem is considered a problem of detection, and the performance is evaluated using the receiver operating characteristics. Four track initiation techniques, namely the heuristic rule method, the logic-based method, the Hough transform approach and the modified Hough transform method, are considered. The first two methods are sequential and the last two are batch technique, which are the two major categories of track initiation methods. The effect of the number of radar scans used to initiate a track, the effect of the initiation method to a tracker, and the comparison of the four track initiation methods are analyzed to understand the practicalities of these track initiation techniques.

Citation Download Citation

Henry Leung, Zhijian Hu, and Martin Blanchette "Comparison of multitarget track initiation techniques in clutter environments", Proc. SPIE 2485, Automatic Object Recognition V, (5 July 1995); https://doi.org/10.1117/12.213095

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