期刊文献+

基于ViBe算法的快速视频车辆检测算法 被引量:1

Fast Video Vehicle Detection Algorithm Based on ViBe Algorithm
下载PDF
导出
摘要 为了满足智能交通实时性的要求,提出了一种快速的视频车辆检测算法。首先采用ViBe算法做前景分析,并针对图像突变的问题,对ViBe算法做了优化。然后对前景二值图做网格标记,对网格标记图做连通域分析,最终分割出车辆目标。实验结果显示,该算法实时性和鲁棒性满足实际要求。 In order to meet the requirements of reaI-time,this paper proposes a fast video vehicIe detection aIgorit]hm.FirstIy,the ViBe aIgorithm is adopted to anaIysis of the prospects,and aiming at the probIem of image mutation,the ViBe aIgorithm is optimized.The prospects for binary map markers do grid,and the grid markers do connected component anaIysis.
作者 高杰 潘今一
出处 《工业控制计算机》 2015年第4期118-119,122,共3页 Industrial Control Computer
关键词 网格标记 车辆检测 ViBe Two-Pass ViBe grid mark vehicIe detection Two-Pass
  • 相关文献

参考文献5

二级参考文献23

  • 1代科学,李国辉,涂丹,袁见.监控视频运动目标检测减背景技术的研究现状和展望[J].中国图象图形学报,2006,11(7):919-927. 被引量:169
  • 2杨国亮,王志良,牟世堂,解仑,刘冀伟.一种改进的光流算法[J].计算机工程,2006,32(15):187-188. 被引量:27
  • 3李宏,杨廷梧,任朴舟,李朝晖.基于光流场技术的复杂背景下运动目标跟踪[J].光电工程,2006,33(10):13-17. 被引量:16
  • 4万文静.基于光流的图像目标跟踪方法研究.西安:西北工业大学,2006.
  • 5Adiv G.Determining three-dimension motion and structure from optical flow generated by several moving objects.IEEEE Transaction on Pattern Analysis and Machine Intelligence,1985;7(4):384-401.
  • 6Wren C R , Azarbayejani A, Darrell T, et al. Pfinder: real-time tracking of the human body [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1997, 19(7) : 780-785.
  • 7Horn B K P, Schunck B G. Determining optical flow [ J]. Artificial Intelligence, 1981, 17 (123) : 185-203.
  • 8Jain R. Difference and accumulative difference pictures in dynamic scene analysis[J]. Image and Vision Computing, 1984, 2(2) : 99-108.
  • 9Stauffer C, Grimson W E L. Adaptive background mixture models for real-time tracking [ C ]//Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Colorado, USA: IEEE Computer Society, 1999: 246-252.
  • 10Elgammal A, Hanvood D, Davis L. Non-parametric model for background subtraction [C]//Proceedings of the 6th European Conference on Computer Vision-Part II. Dublin, Ireland: IEEEComputer Society ,2000: 751-767.

共引文献85

同被引文献5

引证文献1

二级引证文献1

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部