Title :
Sensor Fusion on an Embedded System for Traffic Data Analysis - ETRADA-V System
Author :
Litzenberger, Martin ; Glasl, Holger ; Kohn, Bernhard ; Schalko, Bernhard ; Fernández, Gustavo
Author_Institution :
Smart Syst. Div., Austrian Res. Centers GmbH (ARC), Vienna
Abstract :
This paper describes an embedded system for traffic flow analysis based on fused traffic information coming from two different sensors. This can be used as test bed for traffic monitoring. Data is acquired by two sensor systems, Embedded Traffic Data Sensor (TDS) and a CCTV camera. Video data acquired by the CCTV camera is transmitted to an embedded hardware platform, where image processing software runs in order to detect and track objects with the final goal of event detection and event prediction. The system is tested in a real scenario. Experimental results are presented considering the image processing analysis, i.e. object detection and object tracking, and statistical data inferred from previous analysis.
Keywords :
closed circuit television; data analysis; embedded systems; monitoring; object detection; road traffic; sensor fusion; television cameras; tracking; video signal processing; CCTV camera; ETRADA-V system; embedded system; embedded traffic data sensor; image processing software; object detection; object tracking; sensor fusion; statistical data; traffic flow data analysis; traffic monitoring; video data; Cameras; Data analysis; Embedded system; Event detection; Image analysis; Image processing; Information analysis; Object detection; Sensor fusion; Sensor systems; Embedded platform; image-based video processing; intelligent transportation systems; real time applications; telematics;
Conference_Titel :
Intelligent Transportation Systems, 2008. ITSC 2008. 11th International IEEE Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-2111-4
Electronic_ISBN :
978-1-4244-2112-1
DOI :
10.1109/ITSC.2008.4732560