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视频监控系统中的多目标跟踪技术 被引量:4

MULTI-OBJECT TRACING TECHNOLOGY IN VIDEO SUPERVISORY SYSTEM
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摘要 本文首先讨论以图像块运动估计目标运动方向,然后分析Kalm an滤波器估测目标运动状态的原理、方法与过程。最后进行多目标视频监控实验。结果表明,本文研究的多目标跟踪技术实时性、准确性、稳定性好,灵敏度高,可用于视频监控业务。 This paper discusses estimating object-movable-orientation by graph-block-movement firstly, and then predicts principles, methods and processes of object movable status by analysing Kalman filter. Finally experiment of multi-object-video-supervising is carried out. The result proves that multi-object tracing technology researched by this paper has real-time performance, accuracy, stability and flexibility. So that it can be used in video supervisory business.
出处 《计算机应用与软件》 CSCD 北大核心 2005年第11期22-23,135,共3页 Computer Applications and Software
基金 江苏省高新技术产业发展项目基金资助(苏发改高技发[2004]672号)。
关键词 视频监控系统 多目标跟踪技术 KALMAN滤波器 块运动 Trace Multi-object Block-movement Kalman filter Video supervising
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参考文献5

  • 1Bakowski A.and Jones G.A.,Video surveillance tracking using colour region adjacency Graphs.Seventh International Conference on Image Processing and Its Applications in 1999.1999(2):794~798. 被引量:1
  • 2Wixson L.and Hansen M.,Detecting salient motion by accumulating directionally-consistent flow.The Proceedings of the Seventh IEEE International Conference on Computer Vision in 1999.1999(2):797~804. 被引量:1
  • 3胡师彦.基于视频监控系统的运动监测[J].电子产品世界,2001,8(22):11-12. 被引量:5
  • 4Haritaoglu I.and Harwood D.,Active outdoor survelllance.Proceedings International Conference on Image Analysis and processing.1999,pp.1096~1099. 被引量:1
  • 5Murat Tekalp,Digital Video Processing.Prentice Hall,Inc.19. 被引量:1

二级参考文献3

  • 1[2]Collinson, P.A. The application of camera based traffic monitoring systems CCTV and Road Surveillance, IEEE Seminar on 1999,8/1 -8/6 被引量:1
  • 2[3]Ed Chang, Avideh Zakhor. Scalable Video. IEEE Trans. On Circuits and Systems for Video Technology, Vol .7, No.5, pp.256-289, Octobrer 1997 被引量:1
  • 3[4]Arai, Y, T. Agui, and M. Nakajima. A Fast Scheme for Images; Trans IEICE, Vol71, pp.1095-1097, 1998 被引量:1

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