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基于小波分析的一种红外弱小目标检测新方法 被引量:10

A New Method of Infrared Small Weak Targets Detection Based on Wavelet Analysis
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摘要 研究了天空背景下红外运动弱小目标的检测问题。对红外序列图像进行小波分析 ,使用小波反变换可以将背景中低频分量和高斯噪声去除 ,并采用自适应门限处理 ,再采用非线性滤波 ,最后使用膨胀累积的方法找出目标 ,并得出目标航迹。实验结果表明 ,该方法能有效地检测定位运动红外弱小目标 。 This paper studies moving infrared small targets in the sky. The wavelet analysis is presented to remove the background from the image. The adaptive threshold is adopted to improve the performance of the operation. The nonlinear filter is used to cut down the number of the detected numbers. At last, according to the results of dilale accumalation, the targets in the sequence of images are recognized and the moving trajectory of the target is acquired. The experimental results indicate that this method can detect and locate a small moving target effectively and is robust to noise interference.
作者 史凌峰
出处 《系统工程与电子技术》 EI CSCD 北大核心 2003年第8期1024-1027,共4页 Systems Engineering and Electronics
基金 "十五"国防预研基金资助课题 (4 110 10 5 0 10 8)
关键词 小波分析 自适应门限 红外弱小目标 累积 膨胀 Wavelet analysis Adaptive threshold Weak infrared targets Accumulation Dilate
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参考文献6

  • 1李红艳,吴成柯.一种基于小波与遗传算法的小目标检测算法[J].电子学报,2001,29(4):439-442. 被引量:24
  • 2程正兴.小波分析算法与应用[M].西安:西安交通大学出版社,2001..
  • 3Hewer G, Kemey C, Hanson G. et al. Detection of Small Objects Using Adaptive Wavelet-Based Template Matching[ C ]. SPIE Conference on Signal and Data Processing of Small Targets 1999, Denver, Colorado,SPIE,1999, 3809: 95-106.
  • 4Moore Tracie C, Stephen Lowery. Performance of Various Background Estimation and Object Detection Algorithms on Real Flight Test Interceptor Seeker Data[C]. SPIE Conference on Signal and Data Processing of Small Targets 1999, Denver, Colorado, 1999, 3809: 86-94.
  • 5Paul Frank Singer, Sasaki Doreen M. Muhispectral Detection of Dim Slightly Extended Targets in Heavy Clutter[C]. Signal and Data Processing of the Small Targets 2000,Proceedings of SPIE, 2000, 4048: 96 -103.
  • 6Watson G H, Watson S K. Detection and Clutter Rejection in Image Sequences based on Multivariate Conditional Probability[C]. SPIE Conference on Signal and Data Processing of Small Targets 1999, Denver, Colorado, SPIE, 1999, 3809: 107-148.

二级参考文献4

  • 1李红艳 吴成柯.遗传算法在低信噪比图像点目标检测中的应用[J].航空学报,1999,20(6).
  • 2李红艳,航空学报,1999年,20卷,6期
  • 3Rao R M,Wavelet Transforms MA :Addison Wesley Longman,1998年,183页
  • 4陈国良,遗传算法及其应用,1996年

共引文献32

同被引文献92

引证文献10

二级引证文献45

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