Title :
Ship detection in the Brazilian coast using TerraSAR-X SAR images
Author :
Paes, Rafael L. ; Lorenzzetti, João A. ; Gherardi, Douglas F M
Abstract :
Extensive Brazilian coast and a growing up maritime vessel traffic lead to research better ancillary methods to control ship´s flow. Orbital SAR imagery is an important tool, especially due to its ability to work day and night and clouds coverage doesn´t interfere often. At present study, some well-known ship detection concepts are investigated, applying them to TerraSAR-X (TSX) ScanSAR images (16 m resolution), in VV and HH polarization. Statistical parameters are estimated and trough Kolmogorov-Smirnov test K-distribution fit to TSX images is checked. Algorithm detection based on Constant False Alarm Rate (CFAR) concept is applied and its performance is verified. Incidence angle, CFAR´s windows size and Probability of False Alarm (PFA) influence are further analysed. Finaly, we discuss some operational issues about near-real-time image delivery and the delay impact on a surveillance system or on an urgency request.
Keywords :
clouds; geophysical image processing; radar polarimetry; radiometry; ships; synthetic aperture radar; Brazilian coast; CFAR concept; CFAR windows size; Constant False Alarm Rate concept; HH polarization; K-distribution; Kolmogorov-Smirnov test; Probability of False Alarm; TSX images; TerraSAR-X ScanSAR images; VV polarization; clouds coverage; delay impact; incidence angle; maritime vessel traffic; near-real-time image delivery; orbital SAR imagery; ship detection concepts; ship flow; statistical parameters; surveillance system; Equations; Marine vehicles; Monitoring; Offshore installations; Parameter estimation; Pixel; Polarization; Probability; Satellite broadcasting; Testing; CFAR; K-distribution; Ship detection; TerraSAR-X; estimation;
Conference_Titel :
Geoscience and Remote Sensing Symposium,2009 IEEE International,IGARSS 2009
Conference_Location :
Cape Town
Print_ISBN :
978-1-4244-3394-0
Electronic_ISBN :
978-1-4244-3395-7
DOI :
10.1109/IGARSS.2009.5417544