ZHANG Quan-fa, FEI Guang-yan, WANG Qing-feng, REN Chao-dong. Image filtering algorithm for video-based vehicle monitoring systems[J]. Journal of Applied Optics, 2012, 33(1): 85-89.
Citation: ZHANG Quan-fa, FEI Guang-yan, WANG Qing-feng, REN Chao-dong. Image filtering algorithm for video-based vehicle monitoring systems[J]. Journal of Applied Optics, 2012, 33(1): 85-89.
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Image filtering algorithm for video-based vehicle monitoring systems

  • School of Physics Engineering,Zhengzhou University,Zhengzhou 450001,China

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  • In video-based vehicle monitoring systems, image noises seriously influenced the results of vehicle recognition, background learning, and so on. The existing filtering algorithms could not meet both the speed and filtering effect requirements of these systems. After comparing the effect and speed of vehicle recognition without filtering and with median filtering or mean filtering, the mean value filtering was selected for further study. By appropriately reducing the amount of calculation, the speed of the new filtering algorithm was increased through improving the processes of data accessing and calculating, and the algorithm was realized with Visual C++ 6.0. Experiment results show that the speed of the new algorithm is 55% faster than box filtering.
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  • ［1］张洁颖,王生进,丁晓青.基于视频图像处理的交通流检测系统［J］.电视技术,2008,32(6):68-70.
    ZHANG Jie-ying,WANG Sheng-jin,DING Xiao-qing.Traffic flow detection system based on video image processing［J］.Video Engineering,2008,32(6): 68-70.(in Chinese with an English abstract)
    ［2］PICCARD M.Background subtraction techniques:a review［J］.IEEE International Conference on Systems,Man and Cybernetics,2004,4:3099-3104.
    ［3］CHEUNG S S,KAMATH C.Robust background subtraction with foreground validation for urban traffic video［J］.EURASIP Journal on Applied Signal Processing,2005,14:2330-2340.
    ［4］范雯杰,张黎.一种改进的基于背景差算法的运动车辆检测方法［J］.成都信息工程学院学报,2010,25(4):355-360.
    FAN Wen-jie,ZHANG Li.An improved method for detection of moving vehicles based on background subtraction［J］.Journal of Chengdu University of Information Technology,2010,25(4):355-360. (in Chinese with an English abstract)
    ［5］孙忠林,贾作皆,耿国庆.图象平滑滤波算法的改进［J］.山东农业大学学报,1997,28(4):483-486.
    SUN Zhong-lin,JIA Zuo-jie,GENG Guo-qing.The modified method of the image smoothing filtering［J］.Journal of Shandong Agricultural University, 1997,28(4):483-486. (in Chinese with an English abstract)
    ［6］郭倩.车辆监控系统图像检测算法研究［D］.武汉:武汉理工大学,2008.
    GUO Qian.Vehicle monitoring system image detection algorithm［D］.Wuhan:Wuhan University of Technology,2008. (in Chinese)
    ［7］胡国良.基于视频的车辆检测跟踪与分类技术的研究［D］.大连:大连理工大学,2009.
    HU Guo-liang.Vehicle detection and tracking classification technology research based on the video［D］.Dalian:Dalian University of Technology,2009. (in Chinese)
    ［8］祁大勇,韩月秋.一种快速图象中值滤波算法［J］.北京理工大学学报,1996,16(4):454-456.
    QI Da-yong,HAN Yue-qiu.A fast median filtering algorithm for image processing［J］.Journal of Beijing Institute of Technology,1996,16(4):454-456. (in Chinese with an English abstract)
    ［9］舒志龙,阮秋琦.一种二维均值滤波快速算法及其应用［J］.北方交通大学学报,2001,25(2):22-24.
    SHU Zhi-long,RUAN Qiu-qi.A fast algorithm and its application of 2-D mean value filter［J］.Journal of Northern Jiaotong University,2001,25(2):22-24. (in Chinese with an English abstract)
    ［10］夏永泉,徐洁,崔伟.均值滤波中邻域均值的快速计算［J］.郑州轻工业学院学报(自然科学版),2008,23(3):57-59.
    XIA Yong-quan, XU Jie, CUI Wei.A fast approach of mean computation in media filtering［J］.Journal of Zhengzhou University of Light Industry(Natural Science),2008,23(3):57-59. (in Chinese with an English abstract)
    ［11］任朝栋,张全法,李焕,等.快速消除车辆阴影的多阈值图像分割法［J］.应用光学,2010,31(6):961-964.
    REN Chao-dong,ZHANG Quan-fa,LI Huan,et al.Quick elimination of vehicle shadow by multi-threshold image segmentation［J］.Journal of Applied Optics,2010,31(6):961-964. (in Chinese with an English abstract)
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