1 February 2010 Abandoned luggage detection using a finite state automaton in surveillance video
Author Affiliations +
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.
© (2010) Society of Photo-Optical Instrumentation Engineers (SPIE)
Sooyeong Kwak, Sooyeong Kwak, Guntae Bae, Guntae Bae, Hyeran Byun, Hyeran Byun, } "Abandoned luggage detection using a finite state automaton in surveillance video," Optical Engineering 49(2), 027007 (1 February 2010). https://doi.org/10.1117/1.3321760 . Submission:
JOURNAL ARTICLE
10 PAGES


SHARE
Back to Top