ML Anthology

Simultaneous Identification and Tracking of Moving Targets

Ahmed Shalaby, Asem M. Ali, Aly A. Farag
CVPRW 2011 pp. 49-54
doi:10.1109/CVPRW.2011.5981804 /cvprw/2011/shalaby2011cvprw-simultaneous/

Abstract

This paper describes a framework for simultaneous identification and tracking of moving targets in random media. Video and IR thermal sensors are used to obtain the target signature. Classical Kalman filtering methods are implemented on targets with unknown trajectories. Computer vision methodologies are proposed to design a smart interceptor which identifies the targets based on shape and thermal signatures. The paper also describes a platform for basic studies in tracking of targets using vision-guided robotics. The system enables multiple object tracking and recognition.

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Cite

Text

Shalaby et al. "Simultaneous Identification and Tracking of Moving Targets." IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2011. doi:10.1109/CVPRW.2011.5981804

Markdown

[Shalaby et al. "Simultaneous Identification and Tracking of Moving Targets." IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2011.](https://mlanthology.org/cvprw/2011/shalaby2011cvprw-simultaneous/) doi:10.1109/CVPRW.2011.5981804

BibTeX

@inproceedings{shalaby2011cvprw-simultaneous,
  title     = {{Simultaneous Identification and Tracking of Moving Targets}},
  author    = {Shalaby, Ahmed and Ali, Asem M. and Farag, Aly A.},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops},
  year      = {2011},
  pages     = {49-54},
  doi       = {10.1109/CVPRW.2011.5981804},
  url       = {https://mlanthology.org/cvprw/2011/shalaby2011cvprw-simultaneous/}
}