Automatic Detection and Positioning of Ground Control Points Using TerraSAR-X Multiaspect Acquisitions

Geodetic stereo synthetic aperture radar (SAR) is capable of absolute 3-D localization of natural persistent scatterers, which allows for ground control point (GCP) generation using only SAR data. The prerequisite for the method to achieve high-precision results is the correct detection of common scatterers in SAR images acquired from different viewing geometries. In this contribution, we describe three strategies for automatic detection of identical targets in SAR images of urban areas taken from different orbit tracks. Moreover, a complete workflow for automatic generation of large number of GCPs using SAR data is presented and its applicability is shown by exploiting TerraSAR-X high-resolution spotlight images over the city of Oulu, Finland, and a test site in Berlin, Germany.

[1]  M. Hubert,et al.  A Robust Measure of Skewness , 2004 .

[2]  Sina Montazeri,et al.  Geodetic SAR Tomography , 2016, IEEE Transactions on Geoscience and Remote Sensing.

[3]  Michael Eineder,et al.  The TerraSAR-X Multi-Mode SAR Processor - Algorithms and Design , 2004 .

[4]  Peter Steigenberger,et al.  Imaging Geodesy—Toward Centimeter-Level Ranging Accuracy With TerraSAR-X , 2011, IEEE Transactions on Geoscience and Remote Sensing.

[5]  Sina Montazeri,et al.  Three-Dimensional Deformation Monitoring of Urban Infrastructure by Tomographic SAR Using Multitrack TerraSAR-X Data Stacks , 2016, IEEE Transactions on Geoscience and Remote Sensing.

[6]  Michael Eineder,et al.  Imaging Geodesy—Centimeter-Level Ranging Accuracy With TerraSAR-X: An Update , 2012, IEEE Geoscience and Remote Sensing Letters.

[7]  Maria Teresa Chiaradia,et al.  Automatic GCP extraction with high resolution COSMO-SkyMed products , 2016, Remote Sensing.

[8]  S. Gernhardt High Precision 3D Localization and Motion Analysis of Persistent Scatterers using Meter-Resolution Radar Satellite Data , 2012 .

[9]  Uwe D. Hanebeck,et al.  Template matching using fast normalized cross correlation , 2001, SPIE Defense + Commercial Sensing.

[10]  Helko Breit,et al.  TerraSAR-X Ground Segment Basic Product Specification Document , 2008 .

[11]  Michael Eineder,et al.  Analysis of internal timings and clock rates of TerraSAR-X , 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

[12]  M. Hubert,et al.  An adjusted boxplot for skewed distributions , 2008, Comput. Stat. Data Anal..

[13]  Ramon F. Hanssen,et al.  High-precision positioning of radar scatterers , 2016, Journal of Geodesy.

[14]  Dorin Comaniciu,et al.  Mean Shift: A Robust Approach Toward Feature Space Analysis , 2002, IEEE Trans. Pattern Anal. Mach. Intell..

[15]  Michael Eineder,et al.  High precision measurement on the absolute localization accuracy of TerraSAR-X , 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

[16]  Peter Reinartz,et al.  Modifications in the SIFT operator for effective SAR image matching , 2010 .

[17]  Julie Delon,et al.  SAR-SIFT: A SIFT-Like Algorithm for SAR Images , 2015, IEEE Trans. Geosci. Remote. Sens..

[18]  Ulrich Balss,et al.  Automated extraction of 3-D Ground Control Points from SAR images - an upcoming novel data product , 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

[19]  John W. Tukey,et al.  Exploratory data analysis , 1977, Addison-Wesley series in behavioral science : quantitative methods.

[20]  H. Schuh,et al.  Troposphere mapping functions for GPS and very long baseline interferometry from European Centre for Medium‐Range Weather Forecasts operational analysis data , 2006 .

[21]  Fabio Rocca,et al.  Permanent scatterers in SAR interferometry , 1999, Remote Sensing.

[22]  Rafael C. González,et al.  Local Determination of a Moving Contrast Edge , 1985, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[23]  Sina Montazeri,et al.  Precise Three-Dimensional Stereo Localization of Corner Reflectors and Persistent Scatterers With TerraSAR-X , 2015, IEEE Transactions on Geoscience and Remote Sensing.

[24]  Ian G. Cumming,et al.  Digital Processing of Synthetic Aperture Radar Data: Algorithms and Implementation , 2005 .

[25]  O. Montenbruck,et al.  Model improvements and validation of TerraSAR-X precise orbit determination , 2017, Journal of Geodesy.

[26]  Matthijs C. Dorst Distinctive Image Features from Scale-Invariant Keypoints , 2011 .

[27]  Xiao Xiang Zhu,et al.  SAR ground control point identification with the aid of high resolution optical data , 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

[28]  Paul Wintz,et al.  Digital image processing (2nd ed.) , 1987 .

[29]  Alessandro Parizzi,et al.  Wide area Persistent Scatterer Interferometry: Current developments, algorithms and examples , 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

[30]  M. Eineder,et al.  The Development of A Scientific Permanent Scatterer System , 2003 .

[31]  Michael Eineder,et al.  Geometrical Fusion of Multitrack PS Point Clouds , 2012, IEEE Geoscience and Remote Sensing Letters.

[32]  S. Hackel,et al.  Precise Measurements on the Absolute Localization Accuracy of TerraSAR-X on the Base of Far-Distributed Test Sites , 2014 .

[33]  G. Petit,et al.  IERS Conventions (2010) , 2010 .

[34]  Sina Montazeri,et al.  SAR Imaging Geodesy– Recent Results for TerraSAR-X and for Sentinel-1 , 2017 .

[35]  M. Eineder,et al.  DEVELOPMENT OF A SCIENTIFIC PERMANENT SCATTERER SYSTEM: MODIFICATIONS FOR MIXED ERS/ENVISAT TIME SERIES , 2004 .

[36]  Michael Eineder,et al.  Absolute 4-D positioning of persistent scatterers with TerraSAR-X by applying geodetic stereo SAR , 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

[37]  Heiko Hirschmüller,et al.  Stereo Processing by Semiglobal Matching and Mutual Information , 2008, IEEE Trans. Pattern Anal. Mach. Intell..

[38]  Paul J. Besl,et al.  A Method for Registration of 3-D Shapes , 1992, IEEE Trans. Pattern Anal. Mach. Intell..