Publications about 'unsupervised classification'

Articles in journal or book chapters

  1. 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]

  2. J. S. Lee, M. R. Grunes, and Ron Kwok. Classification of multi-look polarimetric SAR imagery based on complex Wishart distribution. International Journal of Remote Sensing, 15(11):2299-2311, 1994. [Abstract] [bibtex-entry]

  3. Jakob van Zyl. Unsupervised classification of scattering behavior using radar polarimetry data. IEEE Trans. Geosci. Remote Sens., 27(1):36-45, January 1989. Keyword(s): imaging radar polarimeter, land surface measurement, ocean, radar polarimetry, remote sensing technique, scattering behavior, unsupervised classification, urban, vegetation, electromagnetic wave polarisation, electromagnetic wave scattering, geophysical techniques, oceanographic techniques, radar applications, remote sensing;. [Abstract] [bibtex-entry]

Conference articles

  1. 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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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 16:41:37 2021
Author: Othmar Frey, Earth Observation and Remote Sensing, Institute of Environmental Engineering, Swiss Federal Institute of Technology - ETH Zurich .

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