Title :
Detection and velocity estimation of moving vehicles in high-resolution spaceborne synthetic aperture radar data
Author :
Hinz, Stefan ; Weihing, Diana ; Suchandt, Steffen ; Bamler, Richard
Author_Institution :
Remote Sensing Technol., TU Muenchen, Munich
Abstract :
Automatic estimation of traffic parameters has evolved to an important topic of research. Current and upcoming SAR satellite missions offer new possibilities for traffic monitoring and control from space as an alternative to conventional traffic data acquisition. In this paper a detection approach is presented which evaluates simultaneously the effects moving objects suffer from in the SAR focusing process. Information about the measured signal and the expected signal are utilized in the detection framework. Analyses of the proposed technique are done with real spaceborne SAR data.
Keywords :
airborne radar; image motion analysis; image resolution; object detection; parameter estimation; radar applications; radar imaging; road traffic; synthetic aperture radar; SAR satellite missions; automatic estimation; high-resolution spaceborne synthetic aperture radar data; moving vehicles detection; traffic monitoring; traffic parameters; velocity estimation; Automatic control; Data acquisition; Monitoring; Parameter estimation; Radar detection; Satellites; Space missions; Space vehicles; Spaceborne radar; Vehicle detection;
Conference_Titel :
Computer Vision and Pattern Recognition Workshops, 2008. CVPRW '08. IEEE Computer Society Conference on
Conference_Location :
Anchorage, AK
Print_ISBN :
978-1-4244-2339-2
Electronic_ISBN :
2160-7508
DOI :
10.1109/CVPRW.2008.4563055