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Koray Kayabol
Postdoc, A
 Contact :
| Mail : | | koraydotkayabolatistidotcnrdotit | | Phone : | | (33)4-92-38- | | Fax : | | (33)4-92-38-76-43 | | Postal adress : | | INRIA Sophia Antipolis
2004, route des Lucioles
06902 Sophia Antipolis Cedex
France |
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| Abstract :
| His research interests include Bayesian image processing, statistical image models, image classification/segmentation and blind source separation. He performs his research especially in the area of Synthetic Aperture Radar (SAR) and astrophysical images. |
Short Bio :
| Koray Kayabol received the B.Sc., M.Sc. and Ph.D. degrees in Electrical & Electronics Engineering from Istanbul University, Istanbul, Turkey in 1997, 2002 and 2008, respectively. He was a research assistant in Electrical & Electronics Engineering Department of Istanbul University between 2001 and 2008. From 2008 to 2010, he was a ICTP Postdoctoral Fellow in the ISTI-CNR, Pisa, Italy. Since 2010, he has been with the Ariana, INRIA, Sophia Antipolis, France as an ERCIM Postdoctoral Fellow. |
Last publications in Ariana Research Group :
Unsupervised amplitude and texture classification of SAR images with multinomial latent model.
K. Kayabol and J. Zerubia. IEEE Trans. on Image Processing, 22(2): pages 561-572, February 2013.
Keywords : COSMOSkyMed, Classification EM, High resolution SAR, Jensen-Shannon criterion, Classification, Multinomial logistic.
@ARTICLE{KorayTIP2013,
|
| author |
= |
{Kayabol, K. and Zerubia, J.}, |
| title |
= |
{Unsupervised amplitude and texture classification of SAR images with multinomial latent model}, |
| year |
= |
{2013}, |
| month |
= |
{February}, |
| journal |
= |
{IEEE Trans. on Image Processing}, |
| volume |
= |
{22}, |
| number |
= |
{2}, |
| pages |
= |
{561-572}, |
| url |
= |
{http://hal.inria.fr/hal-00745387}, |
| keyword |
= |
{COSMOSkyMed, Classification EM, High resolution SAR, Jensen-Shannon criterion, Classification, Multinomial logistic} |
| } |
A Comparison of Texture and Amplitude based Unsupervised SAR Image Classifications for Urban Area Extraction.
K. Kayabol and J. Zerubia. In IEEE International Geoscience and Remote Sensing Symposium, pages 4054-4057, Munich, Germany, July 2012.
An hierarchical approach for model-based classification of SAR images.
K. Kayabol and J. Zerubia. In 20th Signal Processing and Communications Applications Conference, Mugla, Turkey, April 2012.
@INPROCEEDINGS{Kayabol12,
|
| author |
= |
{Kayabol, K. and Zerubia, J.}, |
| title |
= |
{An hierarchical approach for model-based classification of SAR images}, |
| year |
= |
{2012}, |
| month |
= |
{April}, |
| booktitle |
= |
{20th Signal Processing and Communications Applications Conference}, |
| address |
= |
{Mugla, Turkey}, |
| url |
= |
{http://hal.inria.fr/hal-00686658}, |
| keyword |
= |
{} |
| } |
|
All publications in Ariana Research Group
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