期刊文献+

一种快速序列图像低信噪比点目标的检测与跟踪方法 被引量:4

A new dim small target tracking method in image sequences
下载PDF
导出
摘要 文中提出用截断序贯似然比检测、多级假设检验及航迹点信号强度滤波相融合的算法实现序列图像中低信噪比点目标的检测与跟踪,其中,点目标的位置、速度及运动方向均未知.文中推导了相应的序贯似然比判决准则及虚假航迹终结准则,并对该算法进行了详细的描述及仿真,仿真结果表明该算法可快速实现信噪比为2 A new algorithm is proposed for tracking low observable point source targets with an unknown position and an unknown velocity in a digital image sequence. It combines truncated sequential probability ratio test, multistage hypothesis tracking and intensity filtering to track moving point targets computation efficiently with a very low SNR. The simulation results show that it can detect and track targets with an SNR smaller than 2.
出处 《西安电子科技大学学报》 EI CAS CSCD 北大核心 1999年第6期732-736,共5页 Journal of Xidian University
基金 国防科技预研跨行业基金 国防科技大学国防重点实验室基金
关键词 图像检测 图像跟踪 信噪比 detecting dim target truncated sequential probability ratio test
  • 相关文献

同被引文献20

  • 1张天序,戴可荣,彭嘉雄.复杂图象序列的自适应目标提取和跟踪方法[J].电子学报,1994,22(10):46-53. 被引量:15
  • 2刘建轶,卢伟,余松煜,李介谷,汤笑笑.低信噪比序列图像中目标检测、识别及跟踪算法的研究[J].红外与激光工程,1996,25(4):27-33. 被引量:8
  • 3彭嘉雄,彭铁.弱目标检测的图像流法[J].红外与激光工程,1996,25(4):34-40. 被引量:28
  • 4Reed I S ,Gagliardi R M ,Stotts L B. Optical Moving Target Detection with 3-D Matched Filtering [J]. IEEE Transactions on AES, 1988,24 (4) : 327-336.
  • 5Cox I J ,Hingorani S I.. An Efficient Implementation of Reid's Multiple Hypothesis Tracking Algorithm and its Evaluation for the Purpose of Visual.Tracking. Pattern Analysis and Machine Intelligence[J]. IEEE Transactions on, 1996, 18 (2): 138-150.
  • 6Chu P L. Optimal Projection for Multidimensional Signal Detection[ C ] / / Acoustics , Speech , andSignal Processing, ICASSP-88,1988,5 : 2797-2800.
  • 7Blackman S S. Multiple Hypothesis Tracking for Multiple Target Tracking[J]. IEEE Aerospace and Electronic Systems Magazine, 2004,19 (1) : 5-18.
  • 8Obata Y,Ito M,Kosuge Y. Performance Evaluation of Track Oriented MHT in Splitting Target Tracking [C]//Proceedings of the 41st SICE Annual Conference ,2002 : 619-624.
  • 9de Waard H W. An Improved Clustering Concept for MHT Applications. Target Tracking Algorithms and Applications [J ]. IEEE, 2001, 1 (10):16-17.
  • 10[5]Hansen H, Hansen G, Cyrus Elyashar. Adaptive threshold adjustment and control[A]. SPIE Signal and Data Processing of Small Targets[C]. 1989, 1096. 44-54.

引证文献4

二级引证文献13

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