Hierarchical Association Model Based Target Tracking

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/).

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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  -