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Publications about 'image classification'

Articles in journal or book chapters

  1. Alberto Martinez-Vazquez and Joaquim Fortuny-Guasch. A GB-SAR Processor for Snow Avalanche Identification. IEEE Trans. Geosci. Remote Sens., 46(11):3948-3956, November 2008. Keyword(s): SAR Processing, GBSAR, ground-based radar, ground-based SAR, feature extraction, geomorphology, geophysical techniques, geophysics computing, image classification, image segmentation, risk management, snow, synthetic aperture radar, features extraction, ground-based SAR processor, image thresholding, morphological filters, object classification, risk assessment, snow avalanches detection, snow avalanches identification, synthetic aperture radar images, Event detection, Feature extraction, Filters, Monitoring, Object detection, Radar detection, Snow, Statistics, Synthetic aperture radar, Testing, Classification, coherence, ground-based synthetic aperture radar (GBSAR), snow avalanche. [Abstract] [bibtex-entry]


  2. D. Pastina, F. Colone, and P. Lombardo. Effect of Apodization on SAR Image Understanding. IEEE Transactions on Geoscience and Remote Sensing, 45(11):3533-3551, November 2007. Keyword(s): SAR Processing, Apodization, Spatially Variant Apodization, SVA, SAR images, apodization effect, homogeneous regions, main lobe resolution preservation, pixel complex amplitude, probability density function, radar cross sections, sidelobe level reduction, statistical moments, statistical properties, supervised classification, synthetic aperture radar images, geophysical techniques, image classification, radar cross-sections, synthetic aperture radar. [Abstract] [bibtex-entry]


  3. S.R. Cloude, J. Fortuny, J.M. Lopez-Sanchez, and A.J. Sieber. Wide-band polarimetric radar inversion studies for vegetation layers. IEEE Transactions on Geoscience and Remote Sensing, 37(5):2430-2441, September 1999. Keyword(s): backscatter, forestry, geophysical techniques, image classification, radar cross-sections, radar polarimetry, remote sensing by radar, synthetic aperture radar, vegetation mappingbackscatter, canopy, complex volume scattering, entropy-alpha target decomposition scheme, ficus tree, fig, fir tree, forest, forestry, geophysical measurement technique, image classification scheme, inversion algorithm, parametric inversion, polarimetric radar inversion, radar polarimetry, radar scattering, radar theory, random particle cloud model, small anisotropic particles, two-parameter model, vegetation layer, vegetation mapping, wide band method. [Abstract] [bibtex-entry]


  4. Jong-Sen Lee, M.R. Grunes, T.L. Ainsworth, Li-Jen Du, D.L. Schuler, and Shane R. Cloude. Unsupervised classification using polarimetric decomposition and the complex Wishart classifier. IEEE Transactions on Geoscience and Remote Sensing, 37(5):2249-2258, September 1999. Keyword(s): geophysical signal processing, geophysical techniques, image classification, radar imaging, radar polarimetry, remote sensing by radar, synthetic aperture radar, terrain mappingSAR, complex Wishart classifier, complex Wishart distribution, covariance matrix, entropy-alpha plane, geophysical measurement technique, image classification, initial classification map, iteration, land surface, man-made object, maximum likelihood classifier, polarimetric decomposition, polarimetric target decomposition, polarization, radar imaging, radar polarimetry, radar remote sensing, synthetic aperture radar, terrain mapping, terrain type, training, unsupervised classification. [Abstract] [bibtex-entry]


  5. Shane R. Cloude and Eric Pottier. An entropy based classification scheme for land applications of polarimetric SAR. IEEE Trans. Geosci. Remote Sens., 35(1):68-78, January 1997. Keyword(s): SAR Processing, Polarimetric Decomposition, Cloude-Pottier Decomposition, Polarimetry, PolSAR, Entropy, Anisotropy, Alpha, H-A-alpha, S-matrix theory, geophysical signal processing, geophysical techniques, image classification, radar imaging, radar polarimetry, radar theory, remote sensing by radar, synthetic aperture radar, S-matrix theory, average target scattering matrix parameters, coherency matrix, eigenvalue analysis, entropy based classification, geophysical measurement technique, image classification, land surface, land use, parameterization, polarimetric SAR, polarimetric scattering problem, quantitative analysis, radar polarimetry, radar remote sensing, scattering entropy, terrain mapping, three-level Bernoulli statistical model, unsupervised classifier. [Abstract] [bibtex-entry]


  6. Jong-Sen Lee, K. W. Hoppel, S. A. Mango, and A. R. Miller. Intensity and phase statistics of multilook polarimetric and interferometric SAR imagery. IEEE Trans. Geosci. Remote Sens., 32(5):1017-1028, September 1994. Keyword(s): feature extraction, geophysical techniques, geophysics computing, image coding, image recognition, remote sensing by radar, synthetic aperture radar, complex correlation coefficient, data compression, decorrelation effects, feature classification, feature extraction, geophysical measurement technique, image classification, intensity statistics, interferometric SAR imagery, land surface imaging, multilook phase difference, multilook polarimetry, phase statistics, probability density function, radar remote sensing, scattering matrix, signal processing, speckle reduction, synthetic aperture radar, Covariance matrix, Decorrelation, Density functional theory, NASA, Phase measurement, Radar polarimetry, Radar scattering, Sea measurements, Speckle, Statistics. [Abstract] [bibtex-entry]


Conference articles

  1. T. M. Marston, P. L. Marston, and K. L. Williams. Scattering resonances, filtering with reversible SAS processing, and applications of quantitative ray theory. In Proc. OCEANS 2010 MTS/IEEE SEATTLE, pages 1-9, September 2010. Keyword(s): acoustic wave scattering, deconvolution, elasticity, feature extraction, geophysical image processing, image classification, sonar imaging, spatial filters, synthetic aperture sonar, SAS image processing, acoustic spectral content, deconvolution, elasticity, hybrid processing technique, image classification, quantitative ray theory, scattering resonance, spatial filter, spectral feature, structural resonance, synthetic aperture sonar, Aluminum, Approximation methods, Backscatter, Feature extraction, Scattering, Synthetic aperture sonar. [bibtex-entry]


  2. Cao Fang, Hong Wen, and Wu Yirong. An improved Cloude-Pottier decomposition using H/alpha/SPAN and complex Wishart classifier for polarimetric SAR classification. In International Conference on Radar, 2006. CIE '06., pages 1-4, October 2006. Keyword(s): image classification, radar imaging, radar polarimetry, synthetic aperture radarCloude-Pottier decomposition, H/alpha/SPAN, IHSL transform, Wishart classifier, polarimetric SAR classification, synthetic aperture radar. [Abstract] [bibtex-entry]


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Please note that access to full text PDF versions of papers is restricted to the Chair of Earth Observation and Remote Sensing, Institute of Environmental Engineering, ETH Zurich.
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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 16:40:06 2021
Author: Othmar Frey, Earth Observation and Remote Sensing, Institute of Environmental Engineering, Swiss Federal Institute of Technology - ETH Zurich .


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