DocumentCode :
154980
Title :
Vehicle and pedestrian collision prevention system based on smart video surveillance and C2I communication
Author :
Becker, Daniel ; Schaufele, Bernd ; Einsiedler, Jens ; Sawade, Oliver ; Radusch, Ilja
Author_Institution :
Daimler Center for Automotive Inf. Technol. Innovations, Berlin, Germany
fYear :
2014
fDate :
8-11 Oct. 2014
Firstpage :
3088
Lastpage :
3093
Abstract :
Hundreds of thousands of pedestrians are involved in severe traffic accidents every year world-wide. Reasons for these accidents include complex and highly dynamic traffic situations where views are obstructed or unexpected movement occurs. Driver assistance systems are a valid option for increasing pedestrian safety by enhancing the awareness of complex traffic situations and identifying potential dangers. In this work, we present a collision avoidance system based on smart video surveillance and car-to-infrastructure communication. We use a distributed system of monocular cameras to determine the position of both vehicles and pedestrians in realtime. In addition, we utilize standard car-2-x communication technology (ETSI ITS G5) to provide all position detections to the vehicles, thus enabling complex use cases such as warning cascades to drivers in case of oncoming dangers. A detailed evaluation of the proposed system and collision warning use case demonstrates the suitability as assistance system for human drivers. We also show that automatic braking systems would lead to drastic performance improvements due to a significant reduction of reaction times.
Keywords :
cameras; collision avoidance; mobile radio; pedestrians; road accidents; road safety; road traffic control; road vehicles; video surveillance; C2I communication; ETSI ITS G5; automatic braking systems; car-2-x communication technology; car-to-infrastructure communication; collision avoidance system; collision warning system; complex traffic situation awareness; distributed system; driver assistance systems; dynamic traffic situations; monocular cameras; pedestrian collision prevention system; pedestrian safety; reaction time reduction; smart video surveillance; traffic accidents; vehicle collision prevention system; Ad hoc networks; Cameras; Delays; Gold; Sensors; Vehicles; Visualization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Transportation Systems (ITSC), 2014 IEEE 17th International Conference on
Conference_Location :
Qingdao
Type :
conf
DOI :
10.1109/ITSC.2014.6958186
Filename :
6958186
Link To Document :
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