A novel adaptive ship detection method for spaceborne SAR imagery

With the rapid development of spaceborne Synthetic Aperture Radar (SAR) and the increasing need of ship detection, research on adaptive ship detection in spaceborne SAR imagery is of very great importance. Focusing on practical problems of adaptive ship detection, this paper present a highly adaptive ship detection method for spaceborne SAR imagery. It applies two different detection strategies to high and low resolution SAR imagery respectively. By taking into account the imaging mode, incidence angle, polarization channel of SAR imagery, it implements the adaptive ship detection in spaceborne SAR imagery. Experimental results based on real data show that the proposed method is able to detect all ship targets adaptively in a real-time fashion.

[1]  Peter F. McGuire,et al.  Target detection in synthetic aperture radar imagery: a state-of-the-art survey , 2013, 1804.04719.

[2]  P. W. Vachon,et al.  Ship detection using polarimetric Radarsat-2 , 2013, Conference Proceedings of 2013 Asia-Pacific Conference on Synthetic Aperture Radar (APSAR).

[3]  Gerard Margarit,et al.  Operational Ship Monitoring System Based on Synthetic Aperture Radar Processing , 2009, Remote. Sens..

[4]  David James Crisp A ship detection system for RADARSAT-2 dual-pol multi-look imagery implemented in the ADSS , 2013, 2013 International Conference on Radar.

[5]  Dan Garcia,et al.  A novel adaptive synthetic aperture radar ship detection system , 2011, OCEANS'11 MTS/IEEE KONA.

[6]  D. Crisp,et al.  The State-of-the-Art in Ship Detection in Synthetic Aperture Radar Imagery , 2004 .

[7]  Nicolas Longépé,et al.  AIS-Based Evaluation of Target Detectors and SAR Sensors Characteristics for Maritime Surveillance , 2015, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

[8]  G. G. Stokes "J." , 1890, The New Yale Book of Quotations.

[9]  Thomas Fritz,et al.  Ship Surveillance With TerraSAR-X , 2011, IEEE Transactions on Geoscience and Remote Sensing.

[10]  Paris W. Vachon,et al.  Operational ship detection in Canada using RADARSAT , 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.