DocumentCode :
1906279
Title :
Multi-look SAR processing with road location and moving target parameters estimation
Author :
Gorovyi, Ievgen ; Bezvesilniy, Oleksandr ; Vavriv, Dmytro
Author_Institution :
Dept. of Microwave Electron., Inst. of Radio Astron., Kharkov, Ukraine
fYear :
2015
fDate :
24-26 June 2015
Firstpage :
581
Lastpage :
586
Abstract :
Multi-look processing is a well-known technique actively used in the SAR research community. In the paper, a method is described for the extraction of the ground moving targets parameters from a sequence of SAR look images obtained with a single-antenna SAR. The method calls for the automatic road extraction from the multi-look SAR images. The proposed road detection and location algorithm is based on the Canny edge detector and the histograms of image gradient directions. The estimated road coordinates are used for unambiguous evaluation of the moving targets parameters, namely the velocity components and the coordinates.
Keywords :
edge detection; geophysical image processing; image sequences; object detection; parameter estimation; radar antennas; radar imaging; remote sensing by radar; road traffic; synthetic aperture radar; Canny edge detector; SAR look image sequence; SAR research community; automatic road extraction; ground moving targets parameter extraction; histograms-of-image gradient directions; moving target parameters estimation; multilook SAR processing; multilook synthetic aperture radar processing; road coordinate estimation; road detection algorithm; road location algorithm; single-antenna SAR; velocity components; Feature extraction; Histograms; Image edge detection; Image segmentation; Object detection; Roads; Synthetic aperture radar;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Radar Symposium (IRS), 2015 16th International
Conference_Location :
Dresden
Type :
conf
DOI :
10.1109/IRS.2015.7226323
Filename :
7226323
Link To Document :
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