期刊文献+

基于背景自适应更新的车辆阴影检测算法 被引量:1

Detection algorithm of vehicle shadow based on self-adaptive background
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摘要 对基于视频的交通流量参数检测及交通路口控制方法而言,车辆检测是很关键的一步,但是由于车辆阴影的客观存在,经常会造成汽车数量的误检。本文在背景自适应更新的基础上,对阴影建立了模型并对检测算法进行了改进,以提高车辆检测精度。 In the system of video-based traffic monitoring and controlling methods of crossroads with image processing,vehicle detection is pivotal for obtaining traffic parameters.Due to the existence of the shadow of vehicles,the number of vehicles often results in imprecision.In this paper,we establish a shadow model based on the adaptive background and improve the arithmetic of detection to improve the accuracy of vehicle detection.
机构地区 东华大学
出处 《微计算机信息》 2011年第9期194-195,156,共3页 Control & Automation
关键词 视频 车辆检测 背景自适应 阴影检测 video vehicle detection self-adaptive background shadow detection
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参考文献11

  • 1蔡豫,姚丹亚.实时交通视频监测中自适应车辆提取算法[J].计算机工程,2008,34(1):250-252. 被引量:6
  • 2张先震,黄山.图象识别在智能交通中的运用[J].微计算机信息,2010,26(16):171-172. 被引量:3
  • 3Sohail Nadimi, Bir Bhanu, Physical models for moving shadow and object detection in video, IEEE Transactions on Pattern Analysis and Machine Intelligence 26 (8) (2004) 1079 - 1087.
  • 4Yang Wang, Kia-Fock Loe, Jian-Kang Wu, A dynamic conditional random field model for foreground and shadow segmentation, IEEE Transactions on Pattern Analysis and Machine Intelligence 28 (2) (2006) 279 - 289.
  • 5Fu Yuan Hu, Yan Ning Zhang, Hau San Wong, Quan Pan, A robust moving object detection approach, in: 2008 Congress on Image and Signal Processing, May 2008, pp. 145 - 149.
  • 6Wei Zhang, Xiang Zhong Fang, Xiaokang K. Yang, Q.M. Jonathan Wu, Moving cast shadows detection using ratio edge, IEEE Transactions on Multimedia 9 (6) (2007) 1202 - 1214.
  • 7Fatih Porikli, Jay Thornton, Shadow flow: a recursive method to learn moving cast shadows, in: Proceedings of the 10th IEEE International Conference on Computer Vision, October 2005, pp. 891 - 898.
  • 8Ajay J. Joshi, Nikolaos Papanikolopoulos, Learning to detect moving shadows in dynamic environments, IEEE Transactions on Pattern Analysis and Machine Intelligence 30 (11) (2008) 2055 - 2063.
  • 9Alessandro Leone, Cosimo Distante , Francesco Buccolieri. A shadow elimination approach in video-surveillance context.[J].Science Direct,2006,345-355.
  • 10JinMinChoi,Yung Jun Yoo.Adaptive shadow estimator for removing shadow of moving object [J]. Computer Vision and Image Understanding.2010,1017-1029.

二级参考文献6

共引文献7

同被引文献4

  • 1刘勃,周荷琴,魏铭旭.基于颜色和运动信息的夜间车辆检测方法[J].中国图象图形学报(A辑),2005,10(2):187-191. 被引量:32
  • 2Tsuji T, Hattori H, Watanabe M, et al. Development of night - vision system [ J ]. IEEE Transaction on Intelligent Transportation Systems, 2002, 3(3) :203 -209.
  • 3Rita C, Massimo P, Paola M. Image analysis and rule -based reasoning for a traffic monitoring system [ J]. IEEE Transaction on Intelligent Transportation Systems,2000,1 ( 2 ) : 119 - 130.
  • 4闵华清,吕居美,罗荣华,陈聪.基于GMM和MRF的自适应阴影检测[J].华南理工大学学报(自然科学版),2011,39(7):115-120. 被引量:4

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