系统工程与电子技术

• 传感器与信号处理 • 上一篇    下一篇

基于Canny振荡抑制准则的改进匹配滤波器

李军侠1, 水鹏朗2   

  1. 1. 中国船舶工业系统工程研究院, 北京 100094;
    2. 西安电子科技大学雷达信号处理国家重点实验室, 陕西 西安 710071
  • 出版日期:2016-06-24 发布日期:2010-01-03

Refined matched filter based on Canny less oscillation critera

LI Jun-xia1, SHUI Peng-lang2   

  1. 1.Systems Engineering Research Institute, Beijing 100094, China;
    2.National Lab of Radar Signal Processing, Xidian University, Xi’an 710071, China
  • Online:2016-06-24 Published:2010-01-03

摘要:

当匹配滤波器应用于合成孔径雷达(synthetic aperture radar, SAR)成像的脉冲压缩时,由于强旁瓣原因振铃效应会在强边缘处出现,这种振铃效应会造成图像质量降低同时影响SAR图像目标信息的提取处理。Canny准则最早提出用于检测图像中的边缘,尤其分辨两条临近的边缘。文中的Canny准则被扩展应用至复数域,并且提出了新的代价函数给出了一类基于Canny边缘检测准则的改进匹配滤波器。改进滤波器可以降低SAR图像边缘处的振铃效应,仿真实验表明了改进匹配滤波器的有效性。

Abstract:

When the matched filter is applied to the pulse compression for synthetic aperture radar (SAR) imaging, the ringing effect appears around the strong edges in the SAR image owing to its strong sidelobes, which degrades image quality and affects target information extraction. Canny criteria were originally developed for detecting edges in images, in particularly, for distinguishing two adjacent edges in images.The Canny criteria are extended to the complex domain and a new cost function is presented to design the refined matched filter for SAR imaging.The refined matched filter can reduce the ringing effect around the edges in SAR images. Experimental results verify the validity of the refined matched filter.