Abstract
As explained in the abstract, the main goal of the thesis was the development of a new algebraic procedure for target detection, based on a novel perturbation filter. The earliest and most studied application was the single target detector (STD) largely described in the previous chapters. However, the algebraic operation underneath the STD is more general and powerful and can be adapted to different scenarios (as long as the entities under analysis lie within a Euclidean space).
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Cloude RS (1992) Uniqueness of target decomposition theorems in radar polarimetry. Direct and inverse methods in radar polarimetry. Kluwer Academic Publishers, Dordrecht, pp 267–296
Cloude SR (2009) Polarisation: applications in remote sensing. Oxford University Press, Oxford, 978-0-19-956973-1
Cloude SR, Papathanassiou KP (1998) Polarimetric SAR interferometry. IEEE Trans Geosci Remote Sens 36:1551–1565
Cloude SR, Pottier E (1997) An entropy based classification scheme for land applications of polarimetric SAR. IEEE Trans Geosci Remote Sens 35:68–78
Horn R, Nannini M, Keller M (2006) SARTOM airborne campaign 2006: data acquisition report, DLR-HR-SARTOM-TR-001
Huynen JR (1970) Phenomenological theory of radar targets. Delft Technical University, The Netherlands
Lee JS, Pottier E (2009) Polarimetric radar imaging: from basics to applications. CRC Press, Taylor and Francis Group, Boca Raton
Lee JS, Grunes MR, Kwok R (1994a) Classification of multi-look polarimetric SAR imagery based on the complex Wishart distribution. Int J Remote Sens 15:2299–2311
Lee JS, Jurkevich I, Dewaele P, Wambacq P, Oosterlinck A (1994b) Speckle filtering of synthetic aperture radar images: a review. Remote Sens Rev 8:313–340
Lee JS, Grunes MR, Boerner WM (1997) Polarimetric property preserving in SAR speckle filtering. Proc SPIE 3120:236–242
Lee JS, Grunes MR, Ainsworth TL, DU LJ, Schuler DL, Cloude SR (1999) Unsupervised classification using polarimetric decomposition and the complex Wishart classifier. IEEE Trans Geosci Remote Sens 37:2249–2258
Lee JS, Schuler DL, Ainsworth TL, Krogager E, Kasilingam D, Boerner W-M (2002) On the estimation of radar polarization orientation shifts induced by terrain slopes. IEEE Trans Geosci Remote Sens 40:30–41
Marino A , Woodhouse IH (2009) Selectable target detector using the polarization fork. In: IEEE international geoscience and remote sensing symposium IGARSS 2009
Marino A, Cloude SR, Woodhouse IH (2009) Polarimetric target detector by the use of the polarisation fork. In: Proceedings of 4th ESA international workshop, POLInSAR 2009
Marino A, Cloude SR, Woodhouse IH (2010) A polarimetric target detector using the Huynen fork. IEEE Trans Geosci Remote Sens 48:2357–2366
Rose HE (2002) Linear algebra: a pure mathematical approach. Birkhauser, Berlin
Strang G (1988) Linear algebra and its applications, 3rd edn. Thomson Learning, London
Treuhaft RN, Cloude RS (1999) The structure of oriented vegetation from polarimetric interferometry. IEEE Trans Geosci Remote Sens 37:2620–2624
Acknowledgments
The ALOS PALSAR data for the fire scar detection was provided courtesy of Dr. Hao Chen and Dr. David Goodenough, Canadian Forestry Service (CFS), Victoria, BC. The ALOS-PALSAR data for the Chinese test site was provided courtesy of the DRAGON 2 program. Finally we would like to acknowledge support from TerraSAR-X project number LAN0638 for provision of the dual polarised data used.
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Marino, A. (2012). Recent Applications of Perturbation Filters. In: A New Target Detector Based on Geometrical Perturbation Filters for Polarimetric Synthetic Aperture Radar (POL-SAR). Springer Theses. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-27163-2_8
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