Dictionary-based probability density function estimation for high-resolution SAR data

@inproceedings{Krylov2009DictionarybasedPD,
  title={Dictionary-based probability density function estimation for high-resolution SAR data},
  author={Vladimir A. Krylov and Sebastiano B. Serpico and Josiane Zerubia},
  booktitle={Computational Imaging},
  year={2009}
}
In the context of remotely sensed data analysis, a crucial problem is represented by the need to develop accurate models for the statistics of pixel intensities. In this work, we develop a parametric finite mixture model for the statistics of pixel intensities in high resolution synthetic aperture radar (SAR) images. This method is an extension of previously existing method for lower resolution images. The method integrates the stochastic expectation maximization (SEM) scheme and the method of… CONTINUE READING

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