Title :
Change Detection for Traffic Monitoring in Terrasar-X Imagery
Author :
Palubinskas, Gintautas ; Runge, Hartmut
Author_Institution :
German Aerosp. Center DLR, Remote Sensing Technol. Inst., Wessling
Abstract :
In this paper the changes occurring in two images acquired at two different time moments are analyzed. In particular the interest is in the changes of filling grade of car-parks or even detecting stopped vehicles on the congested or jammed roads. As input to the change detection processor can serve two repeat-pass single channel images acquired by any airborne or space borne SAR satellite sensor. Each channel is focused, calibrated and processed to a single look slant range complex SAR image. The proposed change detection approach is based on the combination of various techniques: co-registration of two SAR images by interferometric SAR processor, removal of the flat Earth phase, channel balancing, calculating of a coherent or incoherent difference of two images and finally image post-processing and analysis. First experiments on TerraSAR-X imagery show promising results.
Keywords :
airborne radar; geophysical techniques; image processing; radar interferometry; remote sensing by radar; road traffic; spaceborne radar; synthetic aperture radar; TERRASAR-X imagery; airborne SAR satellite sensor; car-parks; change detection method; co-registration; image acquisition; image analysis; image coherent; image post-processing; interferometric SAR processor; jammed roads; repeat-pass single channel; space borne SAR satellite sensor; stopped vehicles detection; synthetic aperture radar; traffic monitoring; Filling; Focusing; Image analysis; Image sensors; Jamming; Monitoring; Phase detection; Road vehicles; Satellites; Vehicle detection; Change detection; TerraSAR-X; car-parks; repeat-pass SAR images; traffic monitoring;
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2008. IGARSS 2008. IEEE International
Conference_Location :
Boston, MA
Print_ISBN :
978-1-4244-2807-6
Electronic_ISBN :
978-1-4244-2808-3
DOI :
10.1109/IGARSS.2008.4778820