Hierarchical Association Model Based Target Tracking
Authors
Wei Sun, Songhao Zhu, Chengjian Sun
Corresponding Author
Wei Sun
Available Online January 2015.
- DOI
- 10.2991/isci-15.2015.185How to use a DOI?
- Keywords
- Hierarchical Association Model; Online Apparent Model; Target Tracking.
- Abstract
This paper proposes a hierarchical association multi-target tracking trajectory generation method. The AdBoost method combined with online discriminant analysis apparent model is first utilized to achieve initial tracking trajectories; then, the Hungarian method is utilized to optimize fragmented and discontinuous trajectories to achieve accurate trajectories fragments; finally, the intelligent extrapolation based on the energy minimization utilized to achieve the final smoother and continuous trajectories. Experimental results on PETS 2009/2010 benchmark demonstrate the effectiveness and efficiency of the proposed scheme.
- Copyright
- © 2015, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
Cite this article
TY - CONF AU - Wei Sun AU - Songhao Zhu AU - Chengjian Sun PY - 2015/01 DA - 2015/01 TI - Hierarchical Association Model Based Target Tracking BT - Proceedings of the 2015 International Symposium on Computers & Informatics PB - Atlantis Press SP - 1392 EP - 1397 SN - 2352-538X UR - https://doi.org/10.2991/isci-15.2015.185 DO - 10.2991/isci-15.2015.185 ID - Sun2015/01 ER -