期刊文献+

类红外线影像在高乘载车辆侦测系统之应用研究

High Occupancy Vehicle Detection System with Near Infrared Image
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摘要 在高乘载车辆侦测系统中,运用类红外线传感器,以及雷射定位仪截取影像,采取自适应性增强以及阶层式分类器(AdaBoost+Cascade Classifier)的分类算法,进行影像识别。经实地测试,在自由车流下成功率达73.3%,可以证明高乘载车辆侦测系统的实用性。 NIR sensing and laser positioning technology is adopted for catching in-vehicle images in the development of High Occupancy Vehicle(HOV)Detection system.Occupant's recognition subsystem is finished with AdaBoost and Cascade Classifier algorithms.In field test,it has 73.3percent successful rate for free flow condition.The results have won the approval of practical applicability on HOV system.
出处 《交通信息与安全》 2013年第6期76-80,99,共6页 Journal of Transport Information and Safety
关键词 高乘载车辆 类红外线 阶层式分类器 high occupancy vehicle near infrared cascade classifier
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参考文献4

  • 1Paul Viola,Michael Jones. Robust real-time object detection[J].{H}International Journal of Computer Vision,2004,(02):137-154.
  • 2Paul Viola,Michael Jones. Rapid Object Detection using a Boosted Cascade of Simple Features[A].Kauai,Hawaii:IEEE,2001.511-518.
  • 3Georgia Tech Research Institute. Sensing system development for HOV (High Occupancy Vehicle) lane monitoring,(GDOT Research Project No.RP 07-26)[R].Atlanta,GA,USA,Georgia lnstitute of echnology,2011.
  • 4范俊海,許泰章.機車騎士未戴安全帽辨識之研究[J].交通信息与安全,2011,29(1):75-79. 被引量:1

二级参考文献9

  • 1Esteve M, Palau C E, Martnez Nohales J, et al. A video streaming application for urban traffic management, Computer Applications, 2007,30 (2) :479498.
  • 2张建彦,万灿辉.先进式交通监测与执法系统之执法效益分析[R].桃园:“中央”警察大学,2006.
  • 3李杰儒.智慧型值法平台之研究以道路环境辨识演算法为基础[D].淡江:淡江大学运输管理学系运输科学硕士班,2008.
  • 4林政仪.利用模糊自我组织类神经网路作即时视讯监控系统[D].台北:"国立中央"大学资讯工程研究所,2007.
  • 5Chong Y, Quek C, Loh P. A novel neuro-cognitive approach to modeling traffic control and based on fuzzy neural techniques [J]. Expert Systems with Applications, 2008,36(3) :4788-4803.
  • 6Cho S, Quek C, Seah S, et al. A novel application of neuro-fuzzy network for visual based traffic monitoring system [J]. Expert Systems with Applications, 2009,36(3) 16343-6356.
  • 7郭怡雯.利用模糊類神经網路加强彩色影像車輛侦测[D].臺北:“圆立”交通大擘交通運輸研究所,2003.
  • 8莊劍嵐.機车侦测演算法之研究[D].淡江:淡江大學運輸管理學系運輸科學研究所,2005.
  • 9東昭介.門禁监控系统之影像追踨[D].台北:"國立中央"大學電機工程研究所,2006.

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