Abstract
We present an abandoned luggage detection architecture that consists of an intelligent surveillance system for public places. Detection of abandoned luggage is necessary because unattended or abandoned luggage can be used as a means of terrorist attack, especially for bombs. Our proposed system relies on three modules: moving object detection, object tracking and classification, and event recognition. We focus on abandoned luggage detection. To recognize an abandoned luggage event, we constructed the finite state automaton (FSA), in which each FSA state represents a certain luggage status. The proposed algorithm shows good performance in a real-world environment and also works at real-time speed.
| Original language | English |
|---|---|
| Article number | 027007 |
| Journal | Optical Engineering |
| Volume | 49 |
| Issue number | 2 |
| DOIs | |
| Publication status | Published - 2010 Dec 1 |
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All Science Journal Classification (ASJC) codes
- Atomic and Molecular Physics, and Optics
- Engineering(all)
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Abandoned luggage detection using a finite state automaton in surveillance video. / Kwak, Sooyeong; Bae, Guntae; Byun, Hyeran.
In: Optical Engineering, Vol. 49, No. 2, 027007, 01.12.2010.Research output: Contribution to journal › Article
TY - JOUR
T1 - Abandoned luggage detection using a finite state automaton in surveillance video
AU - Kwak, Sooyeong
AU - Bae, Guntae
AU - Byun, Hyeran
PY - 2010/12/1
Y1 - 2010/12/1
N2 - We present an abandoned luggage detection architecture that consists of an intelligent surveillance system for public places. Detection of abandoned luggage is necessary because unattended or abandoned luggage can be used as a means of terrorist attack, especially for bombs. Our proposed system relies on three modules: moving object detection, object tracking and classification, and event recognition. We focus on abandoned luggage detection. To recognize an abandoned luggage event, we constructed the finite state automaton (FSA), in which each FSA state represents a certain luggage status. The proposed algorithm shows good performance in a real-world environment and also works at real-time speed.
AB - We present an abandoned luggage detection architecture that consists of an intelligent surveillance system for public places. Detection of abandoned luggage is necessary because unattended or abandoned luggage can be used as a means of terrorist attack, especially for bombs. Our proposed system relies on three modules: moving object detection, object tracking and classification, and event recognition. We focus on abandoned luggage detection. To recognize an abandoned luggage event, we constructed the finite state automaton (FSA), in which each FSA state represents a certain luggage status. The proposed algorithm shows good performance in a real-world environment and also works at real-time speed.
UR - http://www.scopus.com/inward/record.url?scp=81355164257&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=81355164257&partnerID=8YFLogxK
U2 - 10.1117/1.3321760
DO - 10.1117/1.3321760
M3 - Article
VL - 49
JO - Optical Engineering
JF - Optical Engineering
SN - 0091-3286
IS - 2
M1 - 027007
ER -