ML Anthology

A Multi Target Track Before Detect Application

Yvo Boers, Johannes N. Driessen, F. Verschure, W. P. M. H. Heemels, Aleksandar Lj. Juloski
CVPRW 2003 pp. 104
doi:10.1109/CVPRW.2003.10100 /cvprw/2003/boers2003cvprw-multi/

Abstract

This paper deals with a radar track before detect application in a multi target setting. Track before detect is a method to track weak objects (targets) on the basis raw radar measurements, e.g. the reflected target power. In classical target tracking, the tracking process is performed on the basis of pre-processed measurements, that are constructed from the original measurement data every time step. In this way no integration over time takes place and information is lost. In this paper we will give a modelling setup and a particle filter based algorithm to deal with a multiple target track before detect situation. In simulations we show that, using this method, it is possible to track multiple, closely spaced, (weak) targets.

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Cite

Text

Boers et al. "A Multi Target Track Before Detect Application." IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2003. doi:10.1109/CVPRW.2003.10100

Markdown

[Boers et al. "A Multi Target Track Before Detect Application." IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2003.](https://mlanthology.org/cvprw/2003/boers2003cvprw-multi/) doi:10.1109/CVPRW.2003.10100

BibTeX

@inproceedings{boers2003cvprw-multi,
  title     = {{A Multi Target Track Before Detect Application}},
  author    = {Boers, Yvo and Driessen, Johannes N. and Verschure, F. and Heemels, W. P. M. H. and Juloski, Aleksandar Lj.},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops},
  year      = {2003},
  pages     = {104},
  doi       = {10.1109/CVPRW.2003.10100},
  url       = {https://mlanthology.org/cvprw/2003/boers2003cvprw-multi/}
}