期刊文献+

智能交通系统运动车辆的视觉检测(英文) 被引量:11

VISION-BASED MOVING VEHICLES DETECTION IN INTELLIGENT TRANSPORTATION SYSTEMS
下载PDF
导出
摘要 提出了一种在复杂背景中检测行驶车辆的方法 ,首先用概率统计的方法通过三帧图像间的运动信息找出运动区域 ,然后用静止分割得到的区域信息修正运动分割的结果 ,并采用图像增强技术改进了分割效果。检测结果可作为智能交通系统 (ITS) A new moving vehicle detection method in complicated background was presented. First, moving regions are detected using the motion information of three frames by a statistical method, then the results of motion segmentation are regulated using the region information produced by static segmentation. And an image enhancement technique is proposed to improve the effects of segmentation. The results can be used as the basis of advanced vehicle control and traffic management in intelligent transportation systems (ITS).
出处 《红外与毫米波学报》 SCIE EI CAS CSCD 北大核心 2001年第2期81-86,共6页 Journal of Infrared and Millimeter Waves
关键词 运动分割 区域分割 图像增强 智能交通系统 运动车辆 视觉检测 交通管理 车辆控制 概率统计 motion segmentation region segmentation image enhancement
  • 相关文献

参考文献8

  • 1[1]Lipton A, Fujiyoshi H. Moving target classification and tracking from real-time video,IEEE Workshop on Applications of Computer Vision,Princeton NJ, Oct.1998,8—14
  • 2[2]Kilger M.A shadow handler in a video-based real-time traffic monitoring system,IEEE Workshop Application Computer Vision,Palm Spring, CA,1992,1060—1066
  • 3[3]Bouthemy P,Lalande P.Recovery of moving object masks in an image sequence using local spatiotemporal contextual information,Optical Engineering,1993,32(6): 1205—1212
  • 4[4]Koller D,Daniilidis K, Nagel H H. Model-based object tracking in monocular image sequences of road traffic scenes,International Journal of Computer Vision,1993, 10(3): 257—281
  • 5[5]Dubuisson M P,Jain A K. Contour extraction of moving objects in complex outdoor scences,International Journal of Computer Vision,1995,14: 83—105
  • 6[6]Aach T,Kaup A, Master R. Statistical model-based change detection in moving video, Signal Processing,1993,31: 165—180
  • 7[7]Korn G A, Korn T M. Mathematical Handbook for Scientists and Engineers. New York: McGrawHill,1968
  • 8[8]Felzenszwalb P F, Huttenlocher D P. Image segmentation using local variation, IEEE Conf.Comput.Vis.Pattern Recognition,1998,98—104

同被引文献91

引证文献11

二级引证文献94

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