Title :
Freeman´s decomposition model based new spill detector
Author :
Fan Yang ; Jian Yang ; Junjun Yin
Author_Institution :
Dept. of Electron. Eng., Tsinghua Univ., Beijing, China
Abstract :
In this paper, a new parameter called Bragg energy proportion is introduced for spill oil detection, based on Freeman decomposition model. Bragg energy proportion is small in spill region and it is large in sea clutter region or Oleyl Alcohol (OLA) region. So, this parameter can be used to detect oil spill from sea clutter and meanwhile it reduces the OLA false-alarm effectively. In addition, the parameter is derived by HHVV dual-polarized SAR data. Using C band SIR-C SAR data, the authors demonstrate the effectiveness of the proposed method.
Keywords :
marine pollution; oceanographic techniques; oil pollution; water pollution measurement; Bragg energy proportion; C band SIR-C SAR data; Freeman decomposition model; HH-VV dual-polarized SAR data; OLA false-alarm; Oleyl Alcohol region; sea clutter region; spill oil detection; Clutter; Covariance matrices; Feature extraction; Scattering; Sea surface; Synthetic aperture radar; Wind speed; Bragg scattering; OLA; Polarization; SAR; detection;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2013 IEEE International
Conference_Location :
Melbourne, VIC
Print_ISBN :
978-1-4799-1114-1
DOI :
10.1109/IGARSS.2013.6723510