期刊文献+

一种基于视频技术的车辆跟踪方法

A Method of Vehicle Tracking Based on Video Technology
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摘要 在智能交通系统中,基于视频技术的车辆跟踪是交通参数和交通事件检测的关键技术之一。本文首先研究了现有的基于视频技术的车辆跟踪技术,然后提出了一种使用Kalman滤波器预测车辆位置,并用距离和颜色信息辅助识别车辆的跟踪方法。实验结果表明,该方法能够有效地实现车辆的跟踪。 In vehicle tracking of intelligent transportation system, based on video technology is one of the key technologies of traffic parameters and the traffic incident detection. In this paper, the existing vehicle tracking technologies based on video technology is firstly studied, and then a vehicle tracking method is proposed in which Kalman filter is used to predict the vehicle position and the distance and color information is used to aid identification of vehicles. As is shown in experimental results, this proposed method can realize the vehicle tracking effectively
出处 《电气电子教学学报》 2011年第6期46-48,58,共4页 Journal of Electrical and Electronic Education
基金 国家自然科学基金项目(No:60872073 No:60975017 No:51075068)
关键词 视频技术 车辆跟踪 KALMAN滤波 video technology vehicle tracking Kalman filter
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参考文献6

  • 1张敬磊,王晓原.交通事件检测算法研究进展[J].武汉理工大学学报(交通科学与工程版),2005,29(2):215-218. 被引量:56
  • 2Stanfer C, Grimson W E L. Learning patterns of activity using real-time tracking[ J]. IEEE Transactions on Pattern Analysis /& Maehine Intelligence, 2000, 22 (8): 747-757.
  • 3Jang D-S and Choi H-I. Active models for tracking moving objects [J]. Pattern Recognition, 2000, 33(7) : 1135-1146.
  • 4Shoichi Araki, Takashi Matsuoaka, Naokazu Yokoya, et al. Real- time tracking of multiple moving object contours in a moving camera image sequence. IEICE Trans Inf&Syst, 2000, E83-D ( 7 ) : 102-112.
  • 5Kalman R E, A new approach to linear filtering and prediction problems[J] . Transaction of the ASMF: Journal of Basic Engi- neering, 1960(3) :35-45.
  • 6Swain M J, Ballard D H. Color indexing[ J]. International Journal of Computer Vision, 1991, 7( 1 ) : 11-32.

二级参考文献6

  • 1温慧敏.高速公路交通事件管理系统关键理论与技术研究[M].吉林:吉林大学,2002,1..
  • 2Teng Hualiang, Qi Yi. Application of wavelet technique to freeway incident detection. Transportation Research Part C: Emerging Technologies, 2003. 289 ~308
  • 3Sheu, Jiuh-Biing. A sequential detection approach to real-time freeway incident detection and characterization. European Journal of Operational Research, 2004. 471~485
  • 4Teng Hualiang, Qi Yi. Detection-delay-based freeway incident detection algorithms. Transportation Research Part C: Emerging Technologies, 2003. 265 ~287
  • 5王晓原,隽志才,贾洪飞,朴基男.交通流突变分析的变点统计方法研究[J].中国公路学报,2002,15(4):69-74. 被引量:44
  • 6宫晓燕,汤淑明.基于非参数回归的短时交通流量预测与事件检测综合算法[J].中国公路学报,2003,16(1):82-86. 被引量:91

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