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Publications about 'singular value decomposition'

Articles in journal or book chapters

  1. O. Ponce, P. Prats-Iraola, R. Scheiber, A. Reigber, A. Moreira, and E. Aguilera. Polarimetric 3-D Reconstruction From Multicircular SAR at P-Band. IEEE_J_GRSL, 11(4):803-807, April 2014. Keyword(s): airborne radar, array signal processing, calibration, compressed sensing, image reconstruction, image resolution, optical focusing, radar imaging, radar polarimetry, radar resolution, singular value decomposition, synthetic aperture radar, 2D image stacking, 3D cone-shaped sidelobe suppression, 3D reconstruction polarimetry, BF, CS, DLR, FFBP, German Aerospace Center F-SAR system, LOS, P-band, SVD, Vordemwald Switzerland, beamforming, circular flight, complex reflectivity solution, compressive sensing, constant phase offset estimation, fast-factorized back projection, line of sight, multicircular synthetic aperture radar, phase calibration method, polarimetric MCSAR airborne experiment, radar resolution, singular value decomposition, Apertures, Calibration, Focusing, Image resolution, Remote sensing, Synthetic aperture radar, Circular synthetic aperture radar (SAR) (CSAR), compressive sensing (CS), phase calibration, polarimetric SAR (PolSAR), singular value decomposition (SVD), tomography. [bibtex-entry]


  2. Kanika Goel and Nico Adam. An advanced algorithm for deformation estimation in non-urban areas. ISPRS Journal of Photogrammetry and Remote Sensing, 73(0):100 - 110, 2012. Keyword(s): SAR Processing, Interferometry, SAR Interferometry, InSAR, DInSAR, Adaptive spatial phase filtering, Distributed scatterer (DS), L1-norm minimization, Singular Value Decompostion, SVD, L2-norm minimization, Small Baseline Subset Algorithm, SBAS, TerraSAR-X, Spaceborne SAR, X-band. [Abstract] [bibtex-entry]


  3. A. Budillon, A. Evangelista, and G. Schirinzi. Three-Dimensional SAR Focusing From Multipass Signals Using Compressive Sampling. IEEE Trans. Geosci. Remote Sens., 49(1):488 -499, jan. 2011. Keyword(s): SAR Processing, SAR Tomography, Tomography, 3D SAR data imaging, SAR tomography, compressive sampling, image formation, multipass SAR data, multipass signals, optimization problem, spaced acquisition orbits, three-dimensional synthetic aperture radar, tomographic imaging, truncated singular value decomposition technique, image sampling, optimisation, radar imaging, synthetic aperture radar, tomography;. [Abstract] [bibtex-entry]


  4. Dochul Yang and Sean M. Buckley. Estimating High-Resolution Atmospheric Phase Screens From Radar Interferometry Data. IEEE Transactions on Geoscience and Remote Sensing, 49(8):3117 -3128, August 2011. Keyword(s): SAR Processing, Persistent Scatterer Interferometry, PSI, Arizona, HiRAPS algorithm, InSAR deformation measurement, Phoenix, Radarsat-1 image, USA, bubbles, deformation time series, height error difference, high-resolution atmospheric phase screen estimation, high-spatial-frequency atmospheric effects, multiinterferogram phase correlation, nonlinear deformation, persistent scatterer algorithm, pixel density, radar interferometry data, root mean square error, satellite-orbit repeat cycle, short-period interferogram, singular value decomposition, spatiotemporal filtering, time series algorithm, time-linear deformation, topographic phase contribution, geophysical image processing, geophysical techniques, mean square error methods, radar imaging, radar interferometry, remote sensing by radar, singular value decomposition, synthetic aperture radar, time series;. [Abstract] [bibtex-entry]


  5. Xiao Xiang Zhu and Richard Bamler. Tomographic SAR Inversion by $L_1$-Norm Regularization --- The Compressive Sensing Approach. IEEE Trans. Geosci. Remote Sens., 48(10):3839-3846, 2010. Keyword(s): SAR Processing, SAR Tomography, Tomography, Compressive Sensing, CS, InSAR, SAR Interferometry, Interferometry, Anisotropic magnetoresistance, Azimuth, Control systems, Image reconstruction, Radar tracking, Reconstruction algorithms, Signal resolution, Spaceborne radar, Synthetic aperture radar, Tomography, image reconstruction, image resolution, radar imaging, radar resolution, remote sensing by radar, spaceborne radar, synthetic aperture radar, 3D imaging, 3D tomographic resolution element, L1-norm regularization, azimuth-range cell, compressive sensing, elevation direction, point localization, spaceborne SAR systems, super-resolution reconstruction algorithm, synthetic aperture radar, tomographic SAR inversion, tomographic elevation resolution, Compressive sensing (CS), TerraSAR-X, differential synthetic aperture radar tomography (D-TomoSAR), urban mapping. [Abstract] [bibtex-entry]


  6. Xiao Xiang Zhu and Richard Bamler. Very High Resolution Spaceborne SAR Tomography in Urban Environment. IEEE Trans. Geosci. Remote Sens., 48(12):4296-4308, December 2010. Keyword(s): SAR Processing, SAR Tomography, Tomography, Singular Value Decomposition, SVD, InSAR, SAR Interferometry, Interferometry, Apertures, Floors, High-resolution imaging, Image reconstruction, Radar scattering, Reflectivity, Spaceborne radar, Spectral analysis, Tomography, Urban areas, parameter estimation, radar imaging, singular value decomposition, spaceborne SAR, spectral analysis, synthetic aperture radar, tomography, 3D imaging, COSMO-Skymed, TerraSAR-X, TomoSAR, Wiener-type regularization, azimuth-range pixel, elevation direction, maximum a posteriori estimator, meter-resolution spaceborne SAR systems, parametric estimation algorithms, radar reflectivity, reconstructions, singular-value decomposition method, spaceborne SAR data, spectral analysis, synthetic aperture principle, synthetic aperture radar tomography, tomographic reconstruction, urban environment, very high resolution spaceborne SAR tomography, Differential synthetic aperture radar tomography (D-TomoSAR), TerraSAR-X, spotlight SAR, urban mapping;. [Abstract] [bibtex-entry]


  7. Gianfranco Fornaro and Antonio Pauciullo. LMMSE 3-D SAR Focusing. IEEE Trans. Geosci. Remote Sens., 47(1):214-223, January 2009. Keyword(s): SAR Processing, SAR Tomography, Tomography, data acquisition, remote sensing by radar, singular value decomposition, synthetic aperture radar, LMMSE, synthetic aperture radar imaging systems, antenna SAR sensor, atmospheric phase miscalibration, atmospheric residual miscalibration, beamforming, data correlation properties, data integration, linear minimum mean square error method, multistatic data acquisition, satellite technology, singular values decomposition inversion, stochastic process. [Abstract] [bibtex-entry]


  8. Guoxiang Liu, Sean M. Buckley, Xiaoli Ding, Qiang Chen, and Xiaojun Luo. Estimating Spatiotemporal Ground Deformation With Improved Persistent-Scatterer Radar Interferometry. IEEE Trans. Geosci. Remote Sens., 47(9):3209-3219, September 2009. Keyword(s): AD 1992 to 2000, Arizona, C-band SAR images, EMD approach, European Remote Sensing 1-2 satellites, PS-InSAR technique, PS-neighborhood networking approach, Phoenix, USA, atmospheric artifacts, atmospheric signals, empirical mode decomposition approach, least squares method, linear deformation rates, nonlinear deformation, persistent-scatterer interferometric synthetic aperture radar technique, singular value decomposition, spatial-temporal decorrelation, subsidence, synthetic aperture radar images, temporally coherent radar targets, time series, topographic errors, geophysical techniques, radar interferometry, remote sensing by radar, synthetic aperture radar, topography (Earth);. [Abstract] [bibtex-entry]


  9. F. Lombardini, M. Pardini, G. Fornaro, F. Serafino, L. Verrazzani, and M. Costantini. Linear and adaptive spaceborne threedimensional SAR tomography: a comparison on real data. IET Radar, Sonar Navigation, 3(4):424-436, August 2009. Keyword(s): ERS satellite urban data, SAR interferometry concept, adaptive beamforming, adaptive spaceborne three-dimensional SAR tomography, linear spaceborne three-dimensional SAR tomography, singular value decomposition, synthetic aperture radar imaging, array signal processing, geophysical signal processing, radar imaging, remote sensing by radar, singular value decomposition, spaceborne radar, synthetic aperture radar, tomography. [Abstract] [bibtex-entry]


  10. Shane R. Cloude. Dual-Baseline Coherence Tomography. IEEE Geoscience and Remote Sensing Letters, 4(1):127-131, January 2007. Keyword(s): SAR Processing, SAR Tomography, Tomography, geophysical techniques, radar applications, singular value decomposition, vegetation, EMSL, European Microwave Signature Laboratory, dual-baseline coherence tomography, maize plants, matrix singular value decomposition, numerical stability, regularization technique, scattering mechanisms, tomograms, vegetation. [Abstract] [bibtex-entry]


  11. Davide D'Aria and Andrea Monti-Guarnieri. High-Resolution Spaceborne SAR Focusing by SVD-Stolt. IEEE Geoscience and Remote Sensing Letters, 4(4):639-643, October 2007. Keyword(s): Stolt interpolation, geophysical application, high-resolution spaceborne SAR focusing, microwave SAR, motion compensation, orbit curvature, singular value decomposition-Stolt approach, synthetic aperture radar, focusing, geophysical techniques, interpolation, motion compensation, radar resolution, remote sensing by radar, singular value decomposition, spaceborne radar, synthetic aperture radar. [Abstract] [bibtex-entry]


  12. R. Lanari, O. Mora, M. Manunta, J. J. Mallorqui, P. Berardino, and E. Sansosti. A small-baseline approach for investigating deformations on full-resolution differential SAR interferograms. IEEE Trans. Geosci. Remote Sens., 42(7):1377-1386, July 2004. Keyword(s): radar resolution, radiowave interferometry, remote sensing by radar, singular value decomposition, synthetic aperture radar, terrain mapping, topography (Earth), DIFSAR interferograms, European Remote Sensing satellites, atmospheric phase artifacts, differential SAR interferometry, digital elevation model, geodetic measurements, ground deformation, large-scale deformations, multilook data, residual phase components, single-look data, singular value decomposition, small-baseline subset, spatial resolutions, synthetic aperture radar, temporal evolution, topographic errors, Buildings, Digital elevation models, Interferometry, Large-scale systems, Phase detection, Phase estimation, Singular value decomposition, Spatial resolution, Synthetic aperture radar, Testing, Ground deformations, SAR, SAR interferometry, synthetic aperture radar. [Abstract] [bibtex-entry]


  13. G. Fornaro, F. Serafino, and F. Soldovieri. Three-dimensional focusing with multipass SAR data. IEEE Trans. Geosci. Remote Sens., 41(3):507-517, 2003. Keyword(s): SAR Processing, SAR Tomography, Tomography, focusing, synthetic aperture radar, 3D tomography reconstruction, linear inverse problem, multipass SAR data, multipass synthetic aperture radar data, nonuniform orbit separation, processing technique, scattering mechanism, singular value decomposition, volumetric scattering. [Abstract] [bibtex-entry]


  14. P. Berardino, G. Fornaro, R. Lanari, and E. Sansosti. A new algorithm for surface deformation monitoring based on small baseline differential SAR interferograms. IEEE Transactions on Geoscience and Remote Sensing, 40(11):2375-2383, November 2002. Keyword(s): SAR Processing, SBAS, small baseline differential SAR interferometry, DInSAR, InSAR, SAR Interferometry, Campi Flegrei caldera, European Remote Sensing satellites, Italy, Naples, SAR interferometry, atmospheric phase artifacts filtering, differential synthetic aperture radar interferometry algorithm, ground deformations, independent SAR acquisition datasets, singular value decomposition method, spatial information, surface deformation monitoring algorithm, temporal evolution, temporal information, Earth crust, radiowave interferometry, remote sensing by radar, synthetic aperture radar, tectonics, volcanology. [Abstract] [bibtex-entry]


Conference articles

  1. Othmar Frey, Irena Hajnsek, and Urs Wegmuller. Spaceborne SAR Tomography in Urban Areas. In Proc. IEEE Int. Geosci. Remote Sens. Symp., Melbourne, AUS, pages 69-72, July 2013. Keyword(s): SAR Processing, SAR Tomography, Tomography, SVD, truncated SVD, tikhonov regularization, PSI, Persistent Scatterer Interferometry, Spaceborne SAR, InSAR, DInSAR, geophysical image processing, geophysical techniques, radar interferometry, synthetic aperture radar, Bucarest, PanGEO, ENVISAT, ASAR, ENVISAT ASAR, interferometric technique, Differential SAR Interferometry, single polarization SAR, terrain deformation phenomena, Coherence, Correlation, Interferometry, Synthetic aperture radar, Vectors, Coherence, Terrain deformation, multi-baseline, Spaceborne SAR. [Abstract] [bibtex-entry]


  2. O. Ponce, P. Prats, R. Scheiber, A. Reigber, and A. Moreira. Polarimetric 3-D reconstruction from multicircular SAR at P-band. In Proc. IEEE Int. Geoscience and Remote Sensing Symp, pages 3130-3133, July 2012. Keyword(s): array signal processing, calibration, image reconstruction, image resolution, radar imaging, radar polarimetry, singular value decomposition, synthetic aperture radar, 3D imaging, CSAR mode, DLR F-SAR system, SVD, backscattering profile, beamforming, compressive sensing, cone-shaped sidelobes, fast factorized back projection, holographic SAR tomogram, multicircular fully polarimetric SAR experiment, phase calibration method, polarimetric 3D reconstruction, polarimetric three-dimensional reconstruction, singular value decomposition, subwavelength resolution, Array signal processing, Calibration, Focusing, Image reconstruction, Image resolution, Synthetic aperture radar, Tomography, Circular SAR, PolSAR, compressive sensing, holographic tomography, multicircular SAR. [bibtex-entry]


  3. F. Serafino, F. Soldovieri, F. Lombardini, and G. Fornaro. Singular value decomposition applied to 4D SAR imaging. In Geoscience and Remote Sensing Symposium, 2005. IGARSS '05. Proceedings. 2005 IEEE International, volume 4, pages 2701-2704, July 2005. [bibtex-entry]


  4. P. Berardino, G. Fornaro, R. Lanari, E. Sansosti, F. Serafino, and F. Soldovieri. Multi-pass synthetic aperture radar for 3-D focusing. In Proc. IEEE Int. Geosci.Remote Sens. Symp., volume 1, pages 176-178, 2002. Keyword(s): SAR Processing, SAR Tomography, Tomography, geophysical techniques, radar imaging, radar theory, remote sensing by radar, synthetic aperture radar, terrain mapping, 3D focusing, SAR, SVD, geophysical measurement technique, land surface, multipass method, penetration depth, radar imaging, radar remote sensing, radar tomography, singular value decomposition, synthetic aperture radar, terrain mapping. [Abstract] [bibtex-entry]


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This collection of SAR literature is far from being complete.
It is rather a collection of papers which I store in my literature data base. Hence, the list of publications under PUBLICATIONS OF AUTHOR'S NAME should NOT be mistaken for a complete bibliography of that author.




Last modified: Mon Feb 1 16:41:10 2021
Author: Othmar Frey, Earth Observation and Remote Sensing, Institute of Environmental Engineering, Swiss Federal Institute of Technology - ETH Zurich .


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