Proceedings of the 2nd International Conference on Computer Science and Electronics Engineering (ICCSEE 2013)

Infrared Moving Multi-target Tracking Based on Particle Filter and FCM

Authors
Fanjun Hu, Wenjun Shi
Corresponding Author
Fanjun Hu
Available Online March 2013.
DOI
https://doi.org/10.2991/iccsee.2013.543How to use a DOI?
Keywords
multi-target tracking, particle filter, FCM
Abstract

An efficient approach based on particle filter and FCM is presented to realize moving infrared multi-target tracking under Island shore background. Some possible targets can be obtained and saved by processing IR data through denoising by median filter, extracting edge, identifying and eliminating sea-sky line, morphological filtering and etc. Data association and robust multi-target tracking can be realized by the proposed particle filter and FCM algorithm. The proposed approach is validated to track multi-target effectively by using actual infrared image sequences with Island shore background. Experiment results indicate the feasibility and effectiveness of the proposed method.

Copyright
© 2013, 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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Volume Title
Proceedings of the 2nd International Conference on Computer Science and Electronics Engineering (ICCSEE 2013)
Series
Advances in Intelligent Systems Research
Publication Date
March 2013
ISBN
978-90-78677-61-1
ISSN
1951-6851
DOI
https://doi.org/10.2991/iccsee.2013.543How to use a DOI?
Copyright
© 2013, 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  - Fanjun Hu
AU  - Wenjun Shi
PY  - 2013/03
DA  - 2013/03
TI  - Infrared Moving Multi-target Tracking Based on Particle Filter and FCM
BT  - Proceedings of the 2nd International Conference on Computer Science and Electronics Engineering (ICCSEE 2013)
PB  - Atlantis Press
SP  - 2160
EP  - 2163
SN  - 1951-6851
UR  - https://doi.org/10.2991/iccsee.2013.543
DO  - https://doi.org/10.2991/iccsee.2013.543
ID  - Hu2013/03
ER  -