Using Multiple View Angles to Improve the Accuracy of UAVSAR Land Cover Classification
Konferenz: EUSAR 2012 - 9th European Conference on Synthetic Aperture Radar
23.04.2012 - 26.04.2012 in Nuremberg, Germany
Tagungsband: EUSAR 2012
Seiten: 4Sprache: EnglischTyp: PDFPersönliche VDE-Mitglieder erhalten auf diesen Artikel 10% Rabatt
Wurth, Moritz M. (Karlsruhe Institute of Technology, Germany)
Atwood, Donald K. (Geophysical Institute/University of Alaska Fairbanks, Alaska, USA)
The NASA Jet Propulsion Lab UAVSAR has been acquiring full-polarimetric L-band SAR imagery since its first mission in 2008. The remarkable features of this radar suggest the use of its imagery for PolSAR land cover classification. In this paper, we explore UAVSAR data for a study area in Hawaii. The high variability of local incidence angle caused by the airborne SAR geometry and extreme topography of the region must be addressed before standard classification techniques can be applied. Multiple images from different view angles are compared to study the effects of incidence angle on the polarimetric properties. Finally, the multiple, orthogonal view angles are synthesized into a composite image that yields improved land cover classification.