Phone :
+90 222 239 3750-3252
Fax :
+90 222 239 36 13
E-mail :
mlcvlab@ogu.edu.tr










Publication

        Our research interests include machine learning and computer vision. In machine learning, we are interested in pattern classification (especially large margin and kernel classifiers), clustering, kernel methods, data modeling, statistical techniques, manifold learning and distance metric learning. In computer vision, we are particularly interested in visual object recognition, object category localization, face detection, face recognition and image retrieval. Our goal is to combine image analysis tools with the machine learning and statistical modeling techniques.
        Candidates who are willing to study on one of the research topics listed above are welcome to contact us.

Publications in 2017
IEEE Transactions on Pattern Analysis and and Machine Intelligence, vol 39, pp. 1076-1088, 2017.

International Journal of Computer Vision, vol 123, pp. 123-334, 2017.

IEEE Society Conference on Computer Vision and Pattern Recognition (CVPR), 2017.

Publications in 2016

Publications in 2015

International Conference on Computer Vision Workshop on Video Summarization for Large-Scale Analytics, 2015.
Publications in 2014

International Conference on Pattern Recognition, 2014.

IEEE Signal Processing and Communications Applications Conference (in Turkish), 2014.
Publications in 2013
Pattern Recognition, vol. 46, pp. 1523-1531, 2013.

IEEE International Conference on Automatic Face and Gesture Recognition, 2013.



IEEE Signal Processing and Communications Applications Conference (in Turkish), 2013.
Publications in 2012
International Journal of Innovative Computing, Information and Control, 2012.


IEEE Society Conference on Computer Vision and Pattern Recognition (CVPR), 2012.

B. Uzkent, B. D. Barkana and H. Cevikalp, Non-speech Environmental Sound Classification Using SVMs with a New Set of Features  
International Journal of Innovative Computing, Information and Control, 2012.

Publications in 2011
International Conference on Machine Learning and Applicaitons, Honolulu, 2011.

Publications in 2010

Communications in Computer and Information Science, 2010, Volume 68, Part 4, 242-254.


IEEE Conference on Computer Vision and Pattern Recognition, San Francisco USA 2010.

International Conference on Pattern Recognition, Istanbul Turkey 2010.

International Conference on Pattern Recognition, Istanbul Turkey 2010.

IEEE Signal Processing and Communications Applications Conference, Diyarbakir, 2010.

Publications in 2009
2nd IEEE International Workshop on Subspace Methods (in conjunction with IEEE International Conference on Computer Vision) ,Kyoto,Japan, 2009.

IEEE Signal Processing and Communications Applications Conference, Side, April 2009.

4th International Conference on Computer Vision Theory and Applications, Lisbon, Portugal, 2009.

Publications in 2008
International Conference on Multivariate Statistical Modelling & High Dimensional Data Mining (HDM-2008), Erciyes University, Kayseri-Türkiye, June 2008.

(Turkish) The 16th IEEE Signal Processing and Communications Applications Conference, Didim - Turkey, April 20-22, 2008.

IEEE Transactions on Neural Networks, vol. 19, pp. 1832-1838, 2008.

International Conference on Machine Learning, Helsinki, Finland, July 5-9, 2008.

IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), Anchorage, Alaska USA, June 24-26, 2008.

3rd International Conference on Computer Vision Theory and Applications, Funchal, Madeira Portugal, January 2008.

Publications in 2007
IEEE Trans. On Systems, Man, and Cybernetics Part B: Cybernetics, 37(3), pp. 937-951, 2007.

the 2007 IEEE Machine Learning for Signal Processing Workshop, August 2007, Thessaloniki, Greece.

the 15th IEEE Signal Processing and Communications Applications Conference, Eskisehir, Turkey, June 2007.
Please click below to see the other publications
 

Subscribe to Updates







logo of pattern classification lab