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Despeckling of terraSAR-X data using second-generation waveletsGleich, Dušan ; Kseneman, Matej ; Datcu, MihaiThis letter presents the despeckling of synthetic aperture radar (SAR) images within the bandelet and contourlet domains. A model-based approach is presented for the despeckling of SAR images. The ... speckle-reduced estimate is found using the first-order Bayesian inference, and the best modelćs parameters are estimated using the second-order Bayesian inference. Synthetic and real images are used for evaluating the qualities of the despeckling methods. The experimental results showed that the combination of Bayesian inference and bandelet transform outperforms the contourlet-based despeckling algorithm using synthetic data and objective measurements.Source: IEEE geoscience and remote sensing letters. - ISSN 1545-598X (Vol. 7, no. 1, jan. 2010, str. 68-72)Type of material - article, component partPublish date - 2010Language - englishCOBISS.SI-ID - 13422870
Author
Gleich, Dušan |
Kseneman, Matej |
Datcu, Mihai
Topics
procesiranje slik |
obdelava radarskih slik |
radarske slike |
valčna transformacija |
avtomatsko razpoznavanje slik |
filtriranje slik |
šum |
zmanjšanje šuma |
synthetic aperture radar |
SAR images |
speckle reduction |
despeckling |
Bayesian inference |
wavelet transform |
Bayesian inference |
image processing
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| Database name | Field | Year |
|---|
| Links to authors' personal bibliographies | Links to information on researchers in the SICRIS system |
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| Gleich, Dušan | 20862 |
| Kseneman, Matej | 29814 |
| Datcu, Mihai | ![]() |
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