Title :
Preliminary results of a new polarimetric decomposition based on polarimetric signatures
Author :
Porzycka-Strzelczyk, Stanislawa ; Strzelczyk, Jacek ; Dwornik, Maciej ; Lesniak, Andrzej
Author_Institution :
AGH Univ. of Sci. & Technol., Krakow, Poland
Abstract :
The polarimetric decomposition is one of the key steps of SAR data processing and analysing. Its aim is to obtain maximum information about different scattering mechanisms that occur within each resolution cell of radar image. Since now, there has been a several decomposition methods proposed in the literature. The most widely used are H/A/α, Yamaguchi, Cameron and Huynen decompositions [1]. This paper presents the preliminary results of a new, currently being developed, decomposition method that is based on the idea of pattern recognition in the polarimetric signatures. This decomposition method is designated for quad-polarimetric X-band SAR data and considers four scattering mechanisms: single-bounce, double-bounce, helix scattering and volume scattering.
Keywords :
data analysis; electromagnetic wave scattering; pattern recognition; radar imaging; radar polarimetry; simulated annealing; synthetic aperture radar; Cameron decomposition; H/A/α decomposition; Huynen decomposition; Yamaguchi decomposition; double-bounce scattering; helix scattering; pattern recognition; polarimetric decomposition; polarimetric signatures; quad-polarimetric X-band SAR data analysis; quad-polarimetric X-band SAR data processing; radar image resolution cell; scattering mechanisms; simulated annealing; single-bounce scattering; volume scattering; Noise; Radar imaging; Radar polarimetry; Scattering; Simulated annealing; Synthetic aperture radar; Simulated Annealing; polarimetric decomposition; signatures;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2014 IEEE International
Conference_Location :
Quebec City, QC
DOI :
10.1109/IGARSS.2014.6947052