Polarimetric edge detector based on the complex Wishart distribution

H. Skriver, J. Schou, A. Nielsen, K. Conradsen
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引用次数: 10

Abstract

A new edge detector for polarimetric SAR data has been developed. The edge detector is based on a newly developed test statistic for equality of two complex covariance matrices following the complex Wishart distribution and an associated asymptotic probability for the test statistic. The new polarimetric edge detector provides a constant false alarm rate and it utilizes the full polarimetric information. The edge detector has been applied to polarimetric SAR data from the Danish dual-frequency, airborne polarimetric SAR, EMISAR. The results show clearly an improved edge detection performance for the full polarimetric detector compared to single channel approaches.
基于复Wishart分布的偏振边缘检测器
研制了一种新的极化SAR数据边缘检测器。边缘检测器是基于一个新开发的检验统计量的两个复协方差矩阵的等式遵循复Wishart分布和一个相关的渐近概率的检验统计量。新的极化边缘检测器提供了一个恒定的虚警率,它利用了完整的极化信息。该边缘检测器已应用于丹麦双频机载极化SAR EMISAR的极化SAR数据。结果表明,与单通道方法相比,全偏振检测器的边缘检测性能明显提高。
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