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

DOI

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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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  - 10.2991/iccsee.2013.543
ID  - Hu2013/03
ER  -