Infrared Moving Multi-target Tracking Based on Particle Filter and FCM
Fanjun Hu, Wenjun Shi
Available Online March 2013.
- 10.2991/iccsee.2013.543How to use a DOI?
- multi-target tracking, particle filter, FCM
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.
- © 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 - 10.2991/iccsee.2013.543 ID - Hu2013/03 ER -