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Volume 26 Issue 12
Dec.  2004
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Zhang Bing, Lu Huan-zhang. Dynamic Programming Algorithm for Detecting Moving Point Targets[J]. Journal of Electronics & Information Technology, 2004, 26(12): 1895-1900.
Citation: Zhang Bing, Lu Huan-zhang. Dynamic Programming Algorithm for Detecting Moving Point Targets[J]. Journal of Electronics & Information Technology, 2004, 26(12): 1895-1900.

Dynamic Programming Algorithm for Detecting Moving Point Targets

  • Received Date: 2003-07-17
  • Rev Recd Date: 2004-01-05
  • Publish Date: 2004-12-19
  • The real-time detection algorithm of moving point target in image sequences is one of key algorithms in many real-time processing systems. After the analysis of real background and the demand of the detection algorithm, this paper presents a research of the dynamic programming with LS linear predictor for detecting low SNR moving targets. With the result of simulation test, it can be pointed out that the introduced algorithm can effectively suppress the target energy pervasion and reduce the false alarms around the real target. The result is very suitable for the point-track predicting and matching algorithm for detecting the target trajectory.
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  • 陈华明.图像末制导中弱小运动点目标检测算法与实现技术.[博士论文],长沙:国防科技大学,2003.[2]陈尚锋.基于加权动态规划的小目标检测算法研究.[硕士论文],长沙:国防科技大学,2002.[3]Zhang Bing.[J].Lu Huanzhang. The predicting and matching detection algorithm of moving point target in image sequences. In: Proc. of the IEEE International Conference on Neural Networks Signal Processing, Nanjing, China.2003,:-[4]Bar-Shalom Y. Multi-target Multi-sensor Tracking: Advanced Applications. Norwood, MA, USA:Artech House Inc., 1990: Chapter 4. [5]Arnold J, Pastenack H. Detection and tracking of low-observable targets through dynamic programming. In: Proc. of the SPIE Conference on Signal and Data Processing of Small Targets,Orlando, Florida, USA: SPIE, 1990, 1305: 207-217.[5]Tonissen S M, Evans R J. Performance of dynamic programming techniques for track before detect. IEEE Trans. on AES, 1996, 32(4): 1440-1450.[6]Johnston L A, Krishnamurthy V. Performance analysis of a dynamic programming track before detect algorithm. IEEE Trans. on AES, 2002, 38(1): 228-242.[7]Nishiguchi K, Kobayashi M, Ichikawa A. Small target detection from image sequences using recursive max filter. In: Proc. of the SPIE Conference on Signal and Data Processing of Small Targets, San Diego, California, USA: SPIE, 1995, 2561: 153-166.[8]潘巧海,李东晓,姚庆栋,陈晓出.基于最大值递归滤波器的暗点目标检测算法.红外与毫米波学报,2000,19(3):224-228.[9]杨宜禾,周维真.成像跟踪技术导论.西安:西安电子科技大学出版社,1994:129-134.
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