Solar-Powered Automated Road Surveillance System for Speed Violation Detection

被引:56
作者
Celik, Turgay [1 ,2 ]
Kusetogullari, Huseyin [3 ]
机构
[1] Natl Univ Singapore, Dept Chem, Fac Sci, Singapore 117576, Singapore
[2] ASTAR, Bioinformat Inst, Singapore 117685, Singapore
[3] Eastern Mediterranean Univ, Dept Elect & Elect Engn, TRNC, TR-10 Mersin, Turkey
关键词
Adaptive thresholding; background subtraction; color modeling; image processing; interframe difference; license plate region detection; moving object detection; solar energy; tracking; vehicle speed measurement; wireless communication; MOVING VEHICLE DETECTION;
D O I
10.1109/TIE.2009.2038395
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, a real-time solar-powered road surveillance system is proposed to detect and report moving vehicles that violate the speed limit. The system is designed to operate as a standalone with no connection to the main power line and the wired communication networks. It is powered by a battery array that is charged through solar panels. The data communication with the authorized remote station is achieved via wireless communication technology. A dedicated digital signal processing chip is used to exploit computationally inexpensive image-processing techniques over the video sequence captured from the fixed position video camera for estimating the speed of the moving vehicles. The moving vehicles are detected by analyzing the binary image sequences that are constructed from the captured frames by employing the interframe difference or the background subtraction techniques. A novel adaptive thresholding method is proposed to binarize the outputs from the interframe difference and the background subtraction techniques. The detected moving vehicles are tracked to estimate their speeds. The images of the speeding vehicles are further analyzed to detect license plate image regions according to the predefined color information of the license plates in Northern Cyprus. The detected license plate image regions are reported to the authorized remote station.
引用
收藏
页码:3216 / 3227
页数:12
相关论文
共 28 条
[1]  
[Anonymous], 2009, PEARSON ED INDIA
[2]   A biprocessor-oriented vision-based target tracking system [J].
Canals, R ;
Roussel, A ;
Famechon, JL ;
Treuillet, S .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2002, 49 (02) :500-506
[3]   Automatic license plate recognition [J].
Chang, SL ;
Chen, LS ;
Chung, YC ;
Chen, SW .
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2004, 5 (01) :42-53
[4]   Development and field test of a laser-based nonintrusive detection system for identification of vehicles on the highway [J].
Cheng, HH ;
Shaw, BD ;
Palen, J ;
Lin, B ;
Chen, B ;
Wang, ZQ .
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2005, 6 (02) :147-155
[5]  
CRAWFORD CB, 2004, P 12 IEE INT C ROAD, P132
[6]   Image Analysis and Rule-Based Reasoning for a Traffic Monitoring System [J].
Cucchiara, Rita ;
Piccardi, Massimo ;
Mello, Paola .
IEEE Transactions on Intelligent Transportation Systems, 2000, 1 (02) :119-130
[7]   Detecting moving objects, ghosts, and shadows in video streams [J].
Cucchiara, R ;
Grana, C ;
Piccardi, M ;
Prati, A .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2003, 25 (10) :1337-1342
[8]  
Dahnoun N., 2000, DIGITAL SIGNAL PROCE
[9]  
Deb K, 2008, 2008 INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS, VOLS 1-4, P600
[10]   Road-traffic monitoring by knowledge-driven static and dynamic image analysis [J].
Fernandez-Caballero, Antonio ;
Gomez, Francisco J. ;
Lopez-Lopez, Juan .
EXPERT SYSTEMS WITH APPLICATIONS, 2008, 35 (03) :701-719