Title :
Infrastructure based vehicle recognition system with multi sensor fusion
Author :
Sangheon Park ; Jeong Ah Jang ; Juwan Kim
Author_Institution :
Ind. IT Convergence Res. Dept., Electron. & Telecommun. Res. Inst., Daejeon, South Korea
Abstract :
Vehicle recognition systems are being rapidly developed. The convergence of vehicle and IT technologies conduce the vehicle recognition algorithm. There are many sensors used for vehicle detection, such as vision cameras, laser scanners, and radar and sonar sensors. There are several disadvantages when using each sensor separately, however, and we therefore propose a novel infrastructure-based vehicle recognition system using a multi-sensor fusion algorithm. We use a laser scanner and a vision camera with time and environment synchronization. Each sensor detects a vehicle, and the fusion algorithm confirms its existence and extracts its precise location information. We compare the performance of the proposed method with that of high-performance GPS data.
Keywords :
cameras; image recognition; image sensors; optical scanners; road vehicles; sensor fusion; synchronisation; IT technologies; environment synchronization; high-performance GPS data; infrastructure based vehicle recognition system; laser scanners; location information; multisensor fusion; radar sensors; sonar sensors; time synchronization; vehicle detection; vehicle technologies; vision cameras; Cameras; Global Positioning System; Laser fusion; Sensor fusion; Vehicle detection; Vehicles; infrastructure based sensor; sensor fusion algorithm; vehicle detection;
Conference_Titel :
Signal Processing and Communication Systems (ICSPCS), 2013 7th International Conference on
Conference_Location :
Carrara, VIC
DOI :
10.1109/ICSPCS.2013.6723979