Real-time vehicle tracking mechanism with license plate recognition from road images

被引:10
作者
Chang, J. -K. [1 ]
Ryoo, Seungteak [1 ]
Lim, Heuiseok [2 ]
机构
[1] Hanshin Univ, Fac Sch Comp Engn, Osan, South Korea
[2] Korea Univ, Dept Comp Sci Educ, Seoul, South Korea
关键词
License plate recognition; ITS; Vehicle tracking; ARTIFICIAL VISION; ALGORITHM; SYSTEM; SPACE;
D O I
10.1007/s11227-011-0580-x
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Information about vehicles on the road is very important for the maintenance of traffic control in current complex traffic condition. Images of vehicles are captured by vehicle-directed cameras. This paper proposes a new vehicle tracking mechanism using license plate recognition technology, which is essential to having information about vehicles on the roads. The proposed method is a real-time processing system using multistep image processing, as well as recognition and tracking processes from 2D and 3D images. The experimental results of real environmental images in recognition and tracking using the proposed method are shown.
引用
收藏
页码:353 / 364
页数:12
相关论文
共 21 条
[1]  
Ali G., 2006, 14 EUR SIGN PROC C F
[2]  
Allen GJ, 2004, P VJP 05, V36
[3]   Vision-based intelligent vehicles: State of the art and perspectives [J].
Bertozzi, M ;
Broggi, A ;
Fascioli, A .
ROBOTICS AND AUTONOMOUS SYSTEMS, 2000, 32 (01) :1-16
[4]   Artificial vision in road vehicles [J].
Bertozzi, M ;
Broggi, A ;
Cellario, M ;
Fascioli, A ;
Lombardi, P ;
Porta, M .
PROCEEDINGS OF THE IEEE, 2002, 90 (07) :1258-1271
[5]  
Chang Jae-Khun, 2006, [Journal of Korea Academia-Industrial cooperation Society, 한국산학기술학회논문지], V7, P1160
[6]  
Chen Yin-peng, 2004, Infrared Laser Engineering, V33, P29
[7]  
Cindikici M, 2003, LECT NOTES COMPUTER, V2869, P439
[8]   Automatic number plate information extraction and recognition for intelligent transportation system [J].
Cinsdikici, Muhammed ;
Ugur, Aybars ;
Tunali, Turhan .
IMAGING SCIENCE JOURNAL, 2007, 55 (02) :102-113
[9]   Mean shift: A robust approach toward feature space analysis [J].
Comaniciu, D ;
Meer, P .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2002, 24 (05) :603-619
[10]  
Comet B, 2003, NEURAL NETW WORLD, V13, P115