系统工程与电子技术
• 传感器与信号处理 • 上一篇 下一篇
李军侠1, 水鹏朗2
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LI Jun-xia1, SHUI Peng-lang2
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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.
李军侠, 水鹏朗. 基于Canny振荡抑制准则的改进匹配滤波器[J]. 系统工程与电子技术, doi: 10.3969/j.issn.1001-506X.2016.07.10.
LI Jun-xia, SHUI Peng-lang. Refined matched filter based on Canny less oscillation critera[J]. Systems Engineering and Electronics, doi: 10.3969/j.issn.1001-506X.2016.07.10.
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链接本文: https://www.sys-ele.com/CN/10.3969/j.issn.1001-506X.2016.07.10
https://www.sys-ele.com/CN/Y2016/V38/I7/1543