Y. Doç. Dr. Yusuf Yaslan
Dr. Koray Kayabol
Arş.Gör. Özgün Çırakman
Yük.Müh. Cenk Sezgin
Yük.Müh. Demir Y. Yavaş
Yük. Müh. Deniz Kumlu
Müh. Canberk Hacıoğlu
Müh. Onur Çalıkuş
Ticarileşen, Ticarileşme Aşamasında olan veya Ticarileşme Potansiyeli olan Ürünler
Geliştirilen Başlıca Yöntemler, Prosedürler, Mekanizmalar, Ürünler, Yönetmelikler
JOURNAL PAPERS (Last 5 years)
Serap Kirbiz, Bilge Günsel: Perceptually enhanced blind singlechannel music source separation by Non-negative Matrix Factorization. Digital Signal Processing 23(2): 646-658 (2013)
Koray Kayabol, Bilge Günsel: Unsupervised classification of SAR images using normalized gamma process mixtures. Digital Signal Processing 23(5): 1344-1352 (2013)
Serhat Selcuk Bucak, Bilge Günsel: Online video scene clustering by competitive incremental NMF. Signal, Image and Video Processing 7(4): 723-739 (2013)
Ozgun Cirakman, Bilge Gunsel, Neslihan Serap Sengor, Sezer Kutluk, “Content-based copy detection by a subspace learning based video fingerprinting scheme,” Multimedia Tools and Applications, DOI 10.1007/s11042-012-1269-8,2012
Yener Ülker, Bilge Günsel: Multiple model target tracking with variable rate particle filters. Digital Signal Processing 22(3):417-429 (2012)
Mehmet Cenk Sezgin, Bilge Günsel, Gunes Karabulut Kurt: Perceptual audio features for emotion detection. EURASIP J. Audio, Speech and Music Processing 2012: 16 (2012)
Yener Ülker, Bilge Günsel, Ali Taylan Cemgil: Annealed SMC Samplers for Nonparametric Bayesian Mixture Models. IEEE Signal Process. Lett. 18(1): 3-6 (2011)
Serhat Selcuk Bucak, Bilge Günsel: Incremental subspace learning via non-negative matrix factorization, Pattern Recognition 42(5): 788-797 (2009).
INTERNATIONAL CONFERENCE PAPERS (Last 5 Years)
Koray Kayabol, Bilge Günsel: SAR Image Classification with Normalized Gamma Process Mixtures. IEEE ICIP 2013
Bilge Günsel, Mehmet Cenk Sezgin, Jarek Krajewski, Sleepiness Detection from Speech by Perceptual Features.IEEE ICASSP 2013
Serap Kırbız, Bilge Günsel: An Adaptive Time-Frequency Resolution Framework for Single Channel Source Separation Based on Non-negative Tensor Factorization. IEEE ICASSP 2013
Serap Kirbiz, Bilge Günsel: Perceptually weighted Non-negative Matrix Factorization for blind single-channel music source separation. ICPR 2012: 226-229
Mehmet Cenk Sezgin, Bilge Günsel, Gunes Karabulut Kurt: A novel perceptual feature set for audio emotion recognition. IEEE FG 2011: 780-785
Yener Ülker, Bilge Günsel, Ali Taylan Cemgil: Sequential Monte Carlo Samplers for Dirichlet Process Mixtures. Journal of Machine Learning Research - Proceedings Track 9: 876-883 (2010)
Yigitcan Savran, Bilge Günsel: Novelty Detection on Metallic Surfaces by GMM Learning in Gabor Space. ICIAR (2) 2010: 325-334
Ozgun Cirakman, Bilge Günsel, Neslihan Serap Sengör, Ozan Gursoy: Key-frame based video fingerprinting by NMF. IEEE ICIP 2010: 2373-2376
Yener Ülker, Bilge Günsel, Ali Taylan Cemgil: Annealed SMC Samplers for Dirichlet Process Mixture Models. ICPR 2010: 2808-2811
Serap Kirbiz, Ali Taylan Cemgil, Bilge Günsel: Bayesian Inference for Nonnegative Matrix Factor Deconvolution Models. ICPR 2010: 2812-2815