杨子渊, 唐涛, 蒋燕妮, 刘涛. 极化SAR图像中PNF与PWF的CFAR检测性能对比[J]. 电波科学学报, 2019, 34(6): 778-788. doi: 10.13443/j.cjors.2019040801
      引用本文: 杨子渊, 唐涛, 蒋燕妮, 刘涛. 极化SAR图像中PNF与PWF的CFAR检测性能对比[J]. 电波科学学报, 2019, 34(6): 778-788. doi: 10.13443/j.cjors.2019040801
      YANG Ziyuan, TANG Tao, JIANG Yanni, LIU Tao. CFAR detection performance comparison between the polarimetric notch filter and the polarimetric whitening filter in PolSAR imagery[J]. CHINESE JOURNAL OF RADIO SCIENCE, 2019, 34(6): 778-788. doi: 10.13443/j.cjors.2019040801
      Citation: YANG Ziyuan, TANG Tao, JIANG Yanni, LIU Tao. CFAR detection performance comparison between the polarimetric notch filter and the polarimetric whitening filter in PolSAR imagery[J]. CHINESE JOURNAL OF RADIO SCIENCE, 2019, 34(6): 778-788. doi: 10.13443/j.cjors.2019040801

      极化SAR图像中PNF与PWF的CFAR检测性能对比

      CFAR detection performance comparison between the polarimetric notch filter and the polarimetric whitening filter in PolSAR imagery

      • 摘要: Marino于2012年提出了一种极化凹口滤波器(polarimetric notch filter,PNF)1,引起了业界内的广泛关注,但至今尚未查询到公开文献将其与极化合成孔径雷达(polarimetric synthetic aperture radar,PolSAR)图像目标恒虚警率(constant false alarm rate,CFAR)检测领域内著名的极化白化滤波器(polarimetric whitening filter,PWF)进行比较.文章推导了G0-Wishart分布下PWF输出像素强度的概率密度函数(probability density functions,PDF)和虚警概率(probability of false alarm,PFA),进而给出了检测门限的解析表达式.最后利用仿真数据和来自AIRSAR的实测数据对PNF与PWF的性能进行了比较,结果表明一般情况下PWF的整体检测效能优于PNF,而PNF对不同统计模型的适应性优于PWF,在高海况情形下的检测性能比PWF要好.研究结果对极化SAR图像CFAR检测方法的选择具有理论指导意义.

         

        Abstract: A new ship detector known as the polarimetric notch filter (PNF) was developed in 2012 by Marino1. No open literatures are found to compare the PNF with the classic polarimetric whitening filter (PWF). The probability density functions (PDF), the probability of false alarm (PFA) and the thresholds of the PWF detector are derived in closed forms in the inverse gamma-distributed textural product model case (G0-Wishart). The detection performances of the PNF are compared with those of the classic PWF via simulated data and real data from AIRSAR in Wishart case and G0-Wishart case. The results show that the performance of the PWF in ship detection is better than that of the PNF in most cases, while the adaptability of PNF is better than that of the PWF in high sea state case.

         

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