Vision Based Surveillance System using Low-Cost UAV
Kim Jonghun, Lee Daewoo, Cho Kyeumrae, Jo Seonyong, Kim Jungho, Han Dongin
2009
Abstract
This paper describes the development of a surveillance system in the laboratory for small unmanned aerial vehicles (UAV). This system is an important equipment of a mission-oriented UAV. For making a good performance on search, this can track images and take 3-D measurement of a target as well as acquire high quality images. Image tracking is carried out by the Kalman Filter. The position of the target in an image and the relationship among the coordinate systems of the UAV and the Camera and reference are used to solve the 3-D position of the target in real coordinates. This paper presents the hardware system as well as algorithm for the EOS, and then verifies the performance of the image tracking and real-time 3-D measurement of a target’s position. Especially, to reduce the 3-D measurement error of the target, Linear Parameter Varying (LPV) is applied to the measurement system. The performances for their algorithms are presented in the figures in this paper.
References
- L. Merino, A. Ollero, J. Ferruz, J. R. Martinez-de-Dios and B. Arrue: Motion analysis and Geo-location for aerial monitoring in the COMETS multi-UAV system. in Proc. ICAR 2003 Coimbra (2003).
- Klas Nordberg, Patrick Doherty, Gunnar Farneback, Per-Erik Forssen, Gosta Granlund, Anders Moe, Johan Wiklund: Vision for a UAV helicopter. Proceedings of IROS'02. workshop on aerial robotics (2002).
- Milan Sonka, Vaclac Hlavac, Roger Boyle: Image Processing, Analysis, and Machine Vision. PWS Publishing. USA (1998).
- Jong-hun Kim, Seon-yeong Jo, Jung-ho Kim, Dae-woo Lee, Kyeum-rae Cho, Ji-hwan Shin: Development of Laboratory Level Optical Module for Unmanned Aerial Vehicle using LabVIEW. 2008 Conference of Korea Institute of Military Science and Technology (2008).
- Vladimir N. Dobrokhodiv, Isaac I. Kaminer, Kevin D. Jones, and Reza Ghabcheloo: Vision-Based Tracking and Motion Estimation for Moving targets using Small UAVs. Proceedings of the 2006 American Control Conference (2006).
Paper Citation
in Harvard Style
Jonghun K., Daewoo L., Kyeumrae C., Seonyong J., Jungho K. and Dongin H. (2009). Vision Based Surveillance System using Low-Cost UAV . In Proceedings of the 3rd International Workshop on Intelligent Vehicle Controls & Intelligent Transportation Systems - Volume 1: Workshop IVC & ITS, (ICINCO 2009) ISBN 978-989-674-003-0, pages 143-148. DOI: 10.5220/0002263001430148
in Bibtex Style
@conference{workshop ivc & its09,
author={Kim Jonghun and Lee Daewoo and Cho Kyeumrae and Jo Seonyong and Kim Jungho and Han Dongin},
title={Vision Based Surveillance System using Low-Cost UAV},
booktitle={Proceedings of the 3rd International Workshop on Intelligent Vehicle Controls & Intelligent Transportation Systems - Volume 1: Workshop IVC & ITS, (ICINCO 2009)},
year={2009},
pages={143-148},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002263001430148},
isbn={978-989-674-003-0},
}
in EndNote Style
TY - CONF
JO - Proceedings of the 3rd International Workshop on Intelligent Vehicle Controls & Intelligent Transportation Systems - Volume 1: Workshop IVC & ITS, (ICINCO 2009)
TI - Vision Based Surveillance System using Low-Cost UAV
SN - 978-989-674-003-0
AU - Jonghun K.
AU - Daewoo L.
AU - Kyeumrae C.
AU - Seonyong J.
AU - Jungho K.
AU - Dongin H.
PY - 2009
SP - 143
EP - 148
DO - 10.5220/0002263001430148