期刊文献+

一种基于小波分析的弱小目标检测背景预测算法 被引量:3

Background prediction algorithm of small and dim target detection based on wavelet analysis
下载PDF
导出
摘要 背景预测是弱小目标检测的有效方法之一。根据弱小目标检测需求,针对现有算法的不足,在分析弱小目标图像特性及其小波分解特性的基础上,设计并实现了一种基于小波分析的弱小目标检测背景预测算法。给出了算法流程,对算法进行了描述,并对算法进行了试验验证,试验结果表明算法具有运算速度快和抑制噪声能力强等优点。 Background prediction is effective method of dim and small target detection.According to requirement of dim and small target detection,aiming at defects of existing algorithm,on the basis of analyzing the characteristic of image of dim and small target and its wavelet,a kind of background prediction algorithm of small and dim target detection based on wavelet analy- sis is designed and implemented.Flow chart of the algorithm is given,the algorithm is described and tested,the test results identify that the algorithm has some merits that speed is high and capability of anti-noise is robust.
出处 《计算机工程与应用》 CSCD 北大核心 2007年第27期59-61,共3页 Computer Engineering and Applications
关键词 小波分析 小目标 目标检测 背景预测 wavelet analysis dim and small target target detection background prediction
  • 相关文献

参考文献20

  • 1杨卫平,沈振康.红外图像序列小目标检测预处理技术[J].红外与激光工程,1998,27(1):23-28. 被引量:41
  • 2Barnett J.Statistical analysis of median subtraction filtering with application to point target detection in infrared backgrounds[J].SPIE,1989,1050:10-18. 被引量:1
  • 3徐英.红外图像序列中运动弱小目标检测的方法研究[J].红外技术,2002,24(6):27-30. 被引量:37
  • 4Muller M.Saliency measures in cluttered IR images for ATR[J].SPIE,1999,3699:150-154. 被引量:1
  • 5Scharfand L L,Friedlander B.Matched subspace detectors[J].IEEE Trans on Sig Proc,1994,42(8):2146-2156. 被引量:1
  • 6Deshpande S D,Er M H,Ronda V.Max-mean and max-median filters for detection of small targets[J].SPIE,1999,3809:74-83. 被引量:1
  • 7Cheng F,Venetsanopoulos A N.An adaptive morphological filter for image processing[J].IEEE Transactions on Image Processing,1992,1(4):533-539. 被引量:1
  • 8Tom V T,Peli T,Leung M,et al.Morphology-based algorithm for point target detection in infrared backgrounds[J].SPIE,1993,1954:2-11. 被引量:1
  • 9Zeidler J R,Soni T,Ku W H.Recursive estimation techniques for detection of small objects in infrared image data[C]//IEEE Proceedings of International Conference on Acoustics Speech and Signal Processing,1992,AD~A250:942. 被引量:1
  • 10Thomas V,DeMars J.Adaptive dim point target detection and tracking in infrared images.Dec 1988,AD~A204 845. 被引量:1

二级参考文献7

共引文献108

同被引文献23

引证文献3

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