CFAR Detection of Extended Targets in SAR Images based on goodness-of-fit test
Conference: EUSAR 2008 - 7th European Conference on Synthetic Aperture Radar
06/02/2008 - 06/05/2008 at Friedrichshafen, Germany
Proceedings: EUSAR 2008
Pages: 4Language: englishTyp: PDF
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Authors:
Deng, Xiaobo; Han, Zhuoan; Yang, Xiaobo; Pi, Yiming (University of electronic Science and Technology of China)
Cao, Zhenglin (Radar and Avionics Institute of China Aviation Industry Corporation I)
Abstract:
A novel CFAR scheme based on goodness-of-fit (GoF) test is proposed in this paper. This scheme begins with a logarithmic amplifier, which transforms the clutter PDF, whether Weibull or Lognormal into a location-scale one, some relevant properties of which are exploited to ensure CFAR. A Goodness-of-fit test is adopted at last to decide whether the samples from target window belong to the background or are abnormal for it and so should be declared to be a target of interest.