DocumentCode :
1940233
Title :
Traffic incident detection system using series of point detectors
Author :
Hi-ri-o-tappa, K. ; Likitkhajorn, C. ; Poolsawat, A. ; Thajchayapong, S.
Author_Institution :
NECTEC, Nat. Sci. & Technol. Dev. Agency, Bangkok, Thailand
fYear :
2012
fDate :
16-19 Sept. 2012
Firstpage :
182
Lastpage :
187
Abstract :
This paper proposed a traffic incident detection system that can report the occurrence of traffic incidents, which occur between detectors. Based on the previously proposed dynamic time warping algorithm [2,3], this incident detection system monitors and assesses changes at upstream and downstream sites. Then, if the upstream-downstream changes are associated with traffic incidents, the system raised an alarm and report CCTV images on site, which are sent to traffic operators to further response. Performance evaluations are conducted using real-world traffic data where it is shown that the incident detection algorithm used in the proposed system achieves 94% detection rate and low false alarm rate. We also show that the proposed incident detection system outperforms a previously proposed incident detection system algorithm [4].
Keywords :
closed circuit television; computerised monitoring; image recognition; object detection; traffic engineering computing; CCTV images; downstream sites; dynamic time warping algorithm; false alarm rate; performance evaluations; point detectors series; real-world traffic data; traffic incident detection system; traffic operators; upstream sites; upstream-downstream changes; Algorithm design and analysis; Detectors; Heuristic algorithms; Performance evaluation; Standards; Time measurement; Time series analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Transportation Systems (ITSC), 2012 15th International IEEE Conference on
Conference_Location :
Anchorage, AK
ISSN :
2153-0009
Print_ISBN :
978-1-4673-3064-0
Electronic_ISBN :
2153-0009
Type :
conf
DOI :
10.1109/ITSC.2012.6338692
Filename :
6338692
Link To Document :
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