2010-current MSc. Department of Computer Engineering, Middle East Technical University
2006-2010 BSc. Department of Computer Science, Bilkent University
2002-2006 Ankara Science High School
Research Interests
Pattern Recognition
Computer Vision
Image Processing
Remote Sensing
Publications
Can, G.; Yarman Vural, F. T., "Contextual Modeling of Remote Sensing Images with Conditional Random Fields," M.Sc. Thesis, September 2013.
Can, G.; Firat, O.; Yarman Vural, F. T., "Contextual Object Recognition with Conditional Random Fields," IEEE 21th Conference on Signal Processing and Communications Applications (SIU), 2013. (in Turkish)
Can, G.; Firat, O.; Yarman Vural, F. T., "Conditional Random Fields for Land Use/Land Cover Classification and Complex Region Detection," 14th International Workshop on Structural and Syntactic Pattern Recognition (SSPR), 2012. link pdf
Aktas, U. R.; Can, G.; Yarman Vural, F. T., "Edge-Aware Segmentation in Satellite Imagery: A Case Study of Shoreline Detection," 7th IAPR Workshop on Pattern Recognition in Remote Sensing (PRRS), 2012. pdf
Aktas, U. R.; Can, G.; Yarman Vural, F. T., "A Robust Approach for Shoreline Detection in Satellite Imagery," IEEE 20th Conference on Signal Processing and Communications Applications (SIU), 2012. pdf (in Turkish)
Bayram, U.; Can, G.; Duzgun, S.; Yalabik, N., "Evaluation of Textural Features for Multispectral Images," SPIE 2011, September 2011 link pdf
Bayram, U.; Can, G.; Yuksel, B.; Duzgun, S.; Yalabik, N., "Unsupervised land use - land cover classification for multispectral images," IEEE 19th Conference on Signal Processing and Communications Applications (SIU), 2011. link pdf (in Turkish)
Presentations
"Contextual Modeling of Remote Sensing Images with Conditional Random Fields," M.Sc. Thesis Defense, September 2, 2013.
