Publications about 'Distributions'

Books and proceedings

1. Marc Peter Deisenroth, A. Aldo Faisal, and Cheng Soon Ong. Mathematics for Machine Learning. Campbridge University Press, 2020. Keyword(s): Machine Learning, Textbook, Introduction to Machine Learning, Mathematical Foundations, Linear Algebra, Analytic Geometry, Matrix Decompositions, Vector Calculus, Probability, Distributions, Optimization, Central Machine Learning Problems, Models and Data, Linear Regression, Dimensionality Reduction, Principle Components Analysis, Density Estimation, Gaussian Mixture, Support Vector Machines. [bibtex-entry]



2. Akira Ishimaru. Electromagnetic Wave Propagation Radiation and Scattering. John Wiley and Sons, Hoboken, New Jersey, 2017. Keyword(s): Scattering Theory, Wave Propagation, Radiation, Scattering, advanced analytical theory, dielectric slab, electromagnetic scattering, electromagnetic theory, electromagnetic wave propagation, excitation, Maxwell's equations, microwave waveguides, Wentzel-Kramers-Brillouim solution, boundary conditions, electromagnetic waves, energy relations, fundamental field equations, Hertz vectors, Poynting's theorem, reciprocity theorem, scalar acoustic waves, time-harmonic wave, Time-Reversal Imaging, Scattering by Turbulence, Particles, Diffuse Medium, Rough Surfaces, Coherence in Multiple Scattering, Diagram Method, Solitons, Optical Fibers, Porous Media, Permittivity, Fluid Permeability. [Abstract] [bibtex-entry]

Articles in journal or book chapters

1. Ilgin Seker and Marco Lavalle. Tomographic Performance of Multi-Static Radar Formations: Theory and Simulations. Remote Sensing, 13(4), 2021. Keyword(s): SAR Processing, SAR Tomography, Multibaseline SAR, Multistatic SAR, Simulations, Spaceborne SAR, Airborne SAR. [Abstract] [bibtex-entry]



2. Gianfranco Fornaro, Simona Verde, Diego Reale, and Antonio Pauciullo. CAESAR: An Approach Based on Covariance Matrix Decomposition to Improve Multibaseline - Multitemporal Interferometric SAR Processing. IEEE Trans. Geosci. Remote Sens., 53(4):2050-2065, April 2015. Keyword(s): SAR Processing, SAR Tomography, Component Extraction And selection SAR, CEASAR, Spaceborne SAR, multilook SAR tomography, X-Band, Urban, Persistent Scatterer Interferometry, PSI, covariance matrices, geophysical signal processing, matrix decomposition, principal component analysis, radar interferometry, radar signal processing, remote sensing by radar, synthetic aperture radar, tomography, CAESAR, Component Extraction and Selection SAR algorithm, SAR tomography, SqueeSAR, classical interferometric processing, coherence losses, covariance matrix analysis, covariance matrix decomposition, data covariance matrix, equivalent scattering mechanisms, ground deformation monitoring, high resolution Cosmo-SkyMed data, high resolution interferometric SAR sensors, interferometic stac filtering, multibaseline-multitemporal interferometric SAR processing, multilook operation, multiple scatterers, principal component analysis, synthetic aperture radar, Covariance matrices, Interferometry, Monitoring, Scattering, Spatial resolution, Synthetic aperture radar, Tomography, 3-D, 4-D and multidimensional (Multi-D) SAR imaging, Covariance matrix decomposition, SAR interferometry (InSAR), SAR tomography. [Abstract] [bibtex-entry]



3. Ling Wang, M. Cheney, and B. Borden. Multistatic Radar Imaging of Moving Targets. IEEE Transactions on Aerospace and Electronic Systems, 48(1):230 -242, jan. 2012. Keyword(s): Doppler SAR, filtered backprojection, inverse synthetic aperture radar, linearized imaging theory, matched filtering, moving target, moving target tomography, multistatic radar imaging, narrowband waveform, object distribution, phase space imaging distribution, phase-space imaging formula, phase-space point-spread function, range-Doppler imaging, scattered wave spectral aspect, speed of light, undergoing linear motion, Doppler radar, geometry, image sensors, phase space methods, radar imaging, scattering, synthetic aperture radar, target tracking, tomography;. [Abstract] [bibtex-entry]



4. E.J. Candes and Y. Plan. A Probabilistic and RIPless Theory of Compressed Sensing. IEEE Transactions on Information Theory, 57(11):7235-7254, November 2011. Keyword(s): Fourier coefficients, Gaussian model, RIPless theory, compressed sensing, frequency measurements, probabilistic theory, probability distribution, restricted isometry property, signal random model, sparse signals, Fourier analysis, data compression, random processes, signal reconstruction, statistical distributions;. [Abstract] [bibtex-entry]



5. B. Rabus, H. Wehn, and M. Nolan. The Importance of Soil Moisture and Soil Structure for InSAR Phase and Backscatter, as Determined by FDTD Modeling. IEEE_J_GRS, 48(5):2421-2429, May 2010. Keyword(s): backscatter, geophysical techniques, radar interferometry, soil, spaceborne radar, surface roughness, synthetic aperture radar, FDTD Modeling, SAR phase, air-filled-void content, backscatter data, backscatter inversions, backscatter responses, bulk moisture content, correlation length, finite-difference time domain, finite-difference time-domain simulator, interferometric phase, mean bulk moisture, microwave backscatter, near-surface soil-structure parameters, phase changes, phase differences, soil structures, spaceborne InSAR techniques, spaceborne interferometric synthetic aperture radar, uniform soil-moisture distributions, vertical moisture gradient, Finite-difference time domain (FDTD), interferometric synthetic aperture radar (InSAR), soil moisture, synthetic aperture radar (SAR). [bibtex-entry]



6. Qianqian Fang, P.M. Meaney, and K.D. Paulsen. The Multidimensional Phase Unwrapping Integral and Applications to Microwave Tomographical Image Reconstruction. IEEE Transactions on Image Processing, 15(11):3311-3324, November 2006. Keyword(s): SAR Processing, SAR Tomography, Tomography, Gauss-Newton iterative microwave image reconstruction, MRI, closed path integral, dynamic phase unwrapping, iteratively modified property distributions, microwave tomographical image reconstruction, multidimensional phase unwrapping integral, optical confocal microscopy, phase singularities, singularity location, spatial unwrapping, synthetic aperture radar interferometry, time varying electromagnetic fields, Newton method, computerised tomography, electromagnetic fields, image reconstruction, medical image processing;. [Abstract] [bibtex-entry]



7. Franz Meyer, Richard Bamler, N. Jakowski, and Thomas Fritz. The Potential of Low-Frequency SAR Systems for Mapping Ionospheric TEC Distributions. IEEE_J_GRSL, 3(4):560-564, October 2006. Keyword(s): SAR Processing, electron density, ionosphere, ionospheric techniques, microwave propagation, synthetic aperture radar, SAR signal properties, broadband L-band SAR, broadband microwave radiation, correlation technique, dispersive media, group delay, interferometric technique, ionospheric TEC distribution mapping, ionospheric propagation effects, low-frequency SAR systems, phase advance, total electron content, two-frequency global positioning system observations, Delay systems, Dielectrics, Dispersion, Electrons, Ionosphere, L-band, Position measurement, Refractive index, Signal mapping, Synthetic aperture radar, Atmospheric effects, L-band SAR, SAR interferometry, correlation, synthetic aperture radar (SAR), total electron content (TEC). [Abstract] [bibtex-entry]



8. A. Luckman and W. Grey. Urban building height variance from multibaseline ERS coherence. IEEE Transactions on Geoscience and Remote Sensing, 41(9):2022-2025, September 2003. Keyword(s): Cardiff, ERS images, European Remote Sensing satellite, InSAR, UK, Wales, central business district, coherence maps, interferometric synthetic aperture radar coherence images, multibaseline ERS coherence, surface roughness, urban building height variance, urban decorrelation models, vertical scatterer distributions, radar imaging, remote sensing by radar, 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.

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