期刊文献+

改进的基于边缘检测技术的车流量统计系统 被引量:9

Improved Traffic Flow Measuring System Based on Edge Detection
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摘要 车流量检测技术是智能交通系统系列技术中的关键基础,基于图像处理技术的车流量检测技术的研究已成为该领域的研究热点。该文提出了一种基于HSV颜色模式和边缘检测技术的车辆检测算法进行车流量统计。在该算法的基础之上,开发实现了一套车流量统计系统。实验证明,该算法能够有效地排除阴影和天气变化带来的影响,大大提高了系统的精度,是切实有效的。 Technology of the vehicle detection is the key to the series of technologies for the intelligent traffic system. Research on the technology for the vehicle detection based on image processing is just the hot of the field. This paper presents an algorithm that detects vehicles on road based on HSV color mode and edge detection technology. According to the algorithm, the system is developed which can count vehicles on road. The algorithm cart exclude the shadows efficiently, the recognition rate of the system can reach over 95%.
作者 罗欣 朱清新
出处 《计算机工程》 CAS CSCD 北大核心 2006年第9期228-229,232,共3页 Computer Engineering
关键词 智能交通系统 图像处理 边缘检测 Intelligent traffic system Image processing Edge detection
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参考文献8

  • 1Tseng B L,Lin Ching Yun,Smith J R.Real-time Video Surveillance for Traffic Monitoring Using Virtual Line Analysis[C].Proceedings of 2002 IEEE International Conference on Multimedia and Expo,2002.
  • 2Soto A,Cipriano A.Image Processing Applied to Real Time Measurement of Traffic Flow[C].IEEE,Proceedings of the Twenty-eighth Outheastern Symposium on System Theory,1996.
  • 3朱江,宣国荣,郑振东.基于视频动态投影的实时车辆流量检测系统[J].计算机工程,2001,27(11):25-26. 被引量:18
  • 4王琳,冯海军,卢朝阳.一种基于聚类分析的实时交通流量监测系统[J].电视技术,2004,28(1):82-84. 被引量:6
  • 5Fung G S K,Yung N H C,Pang G K H,et al.Towards Detection of Moving Cast Shadows for Visual Traffic Surveillance[C].2001 IEEE International Conference on Systems,Man,and Cybernetics,2001.
  • 6Rojas J C,Crisman J D.Vehicle Detection in Color Images[C].ITSC '97.IEEE Conference on Intelligent Transportation System,1997:403-408.
  • 7Cucchiara R,Grana C,Piccardi M,et al.Improving Shadow Suppression in Moving Object Detection with HSV Color Information[C].Proceedings of 2001 IEEE Intelligent Transportation Systems Conference Oakland,CA,USA,2001:334-339.
  • 8Prati A,Mikic I,Mohan M.Trivedi and Rita Cucchiara,Detecting Moving Shadows:Algorithms and Evaluation[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,2003,25(7):918-923

二级参考文献6

  • 1-.上海市科技攻关成果鉴定:交通图象处理和语音合成系统技术报告[M].上海市科委,1993,4..
  • 2Guorong X,Proc of 7 Symposium on Transportation System Theory and Application of Advanced Technology,1994年,1134页
  • 3交通图象处理和语音合成系统技术报告,1993年
  • 4姚健超,交通与计算机,1991年,23卷,1期,12页
  • 5郁梅,蒋刚毅,郁伯康.智能交通系统中的计算机视觉技术应用[J].计算机工程与应用,2001,37(10):101-103. 被引量:22
  • 6姚键超,宣国荣.基于图像处理的交通流检测系统[J].交通与计算机,1991,9(1):12-17. 被引量:4

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