Publications
Google Scholar Profile
Theses
- Bahadır Özdemir, “Learning Binary Code Representations for Effective and Efficient Image Retrieval”, Ph.D. Dissertation, University of Maryland, College Park, May 5, 2016. Dissertation
- Bahadır Özdemir, “Structural Scene Analysis of Remotely Sensed Images using Graph Mining”, Master’s Thesis, Bilkent University, Ankara, Turkey, July 20, 2010. Thesis
Papers
- Bahadır Özdemir, Mahyar Najibi, Larry Davis. “Supervised Incremental Hashing”, In Proceedings of the British Machine Vision Conference (BMVC), York, U.K., September 19-22, 2016. Paper, Supplement
- Bahadır Özdemir, Larry S. Davis, “Scalable Gaussian Processes for Supervised Hashing”, arXiv:1604.07335, 2016. Paper
- Bahadır Özdemir, Larry S. Davis, “A Probabilistic Framework for Multimodal Retrieval using Integrative Indian Buffet Process”, in Advances in Neural Information Processing Systems (NIPS), Montreal, Quebec, Canada, December 8-11, 2014. Paper, Supplement
- Bahadır Özdemir, Wael Abd-Almageed, Stephanie Roessler, Xin Wei Wang, “A Bayesian Nonparametric Approach to Integrative Genomics for Cancer Subgroup Discovery”, in NIPS Workshop on Machine Learning for Computational Biology, Montreal, Quebec, Canada, December 13, 2014. Paper
- Bahadır Özdemir, Wael Abd-Almageed, Stephanie Roessler, Xin Wei Wang, “iSubgraph: Integrative Genomics for Subgroup Discovery in Hepatocellular Carcinoma Using Graph Mining and Mixture Models”, PLoS ONE, 8(11): e78624, November 4, 2013. Paper, Supplement
- Bahadır Özdemir, Selim Aksoy, “Image Classification Using Subgraph Histogram Representation”, in IAPR International Conference on Pattern Recognition (ICPR), Istanbul, Turkey, August 23-26, 2010. Paper
- Bahadır Özdemir, Selim Aksoy, Sandra Eckert, Martino Pesaresi, Daniele Ehrlich, “Performance Measures for Object Detection Evaluation”, Pattern Recognition Letters, 31(10): 1128-1137, July 15, 2010. Paper
- Bahadır Özdemir, Ilyas Cicekli, “Turkish Keyphrase Extraction Using Multi-Criterion Ranking”, in International Symposium on Computer and Information Sciences (ISCIS), Guzelyurt, Cyprus, September 14-16, 2009. Paper
- Selim Aksoy, Bahadır Özdemir, Sandra Eckert, Francois Kayitakire, Martino Pesaresi, et al, “Performance Evaluation of Building Detection and Digital Surface Model Extraction Algorithms: Outcomes of the PRRS 2008 Algorithm Performance Contest”, in IAPR Workshop on Pattern Recognition in Remote Sensing, Tampa, Florida, December 7, 2008. Paper