| 2018 | ICIP | Wami Object Tracking Using L1Tracker Integrated with a Deep Detector. | Erdem Onur Ozyurt, Bilge Gnsel |
| 2017 | ICIP | Robust object tracking by interleaving variable rate color particle filtering and deep learning. | B. Akok, Filiz Gurkan, Onur Kaplan, Bilge Gnsel |
| 2016 | ICIP | Variable rate adaptive color-based particle filter tracking. | Deniz Kumlu, Bilge Gnsel |
| 2016 | ICPR | Online speaker emotion tracking with a dynamic state transition model. | Ozgun Cirakman, Bilge Gnsel |
| 2013 | ICASSP | Sleepiness detection from speech by perceptual features. | Bilge Gnsel, Mehmet Cenk Sezgin, Jarek Krajewski |
| 2013 | ICASSP | An adaptive time-frequency resolution framework for single channel source separation based on non-negative tensor factorization. | Serap Kirbiz, Bilge Gnsel |
| 2013 | ICIP | SAR image classification with normalized gamma process mixtures. | Koray Kayabol, Bilge Gnsel |
| 2012 | ICPR | Perceptually weighted Non-negative Matrix Factorization for blind single-channel music source separation. | Serap Kirbiz, Bilge Gnsel |
| 2010 | ICIP | Key-frame based video fingerprinting by NMF. | Ozgun Cirakman, Bilge Gnsel, Neslihan Serap Sengr, Ozan Gursoy |
| 2010 | ICPR | Bayesian Inference for Nonnegative Matrix Factor Deconvolution Models. | Serap Kirbiz, Ali Taylan Cemgil, Bilge Gnsel |
| 2010 | ICPR | Annealed SMC Samplers for Dirichlet Process Mixture Models. | Yener lker, Bilge Gnsel, Ali Taylan Cemgil |
| 2009 | CAIP | Transform Invariant Video Fingerprinting by NMF. | Ozan Gursoy, Bilge Gnsel, Neslihan Serap Sengr |
| 2008 | ICPR | Incremental clustering via nonnegative matrix factorization. | Serhat Selcuk Bucak, Bilge Gnsel |
| 2008 | ICPR | A multiple model structure for tracking by variable rate particle filters. | Yener lker, Bilge Gnsel, Serap Kirbiz |
| 2007 | ICIP | Video Content Representation by Incremental Non-Negative Matrix Factorization. | Serhat Selcuk Bucak, Bilge Gnsel |
| 2006 | ICASSP | Robust Audio Watermark Decoding by Supervised Learning. | Serap Kirbiz, Bilge Gnsel |
| 2006 | ICPR | Perceptual Audio Watermarking by Learning in Wavelet Domain. | Bilge Gnsel, Serap Kirbiz |
| 2005 | ICIP | Content-based access to art paintings. | Bilge Gnsel, Sanem Sariel, Oguz Icoglu |
| 2004 | ICPR | Blind Audio Watermark Decoding Using Independent Component Analysis. | Sait Sener, Bilge Gnsel |
| 2004 | ICPR | An Integrated Decoding Framework for Audio Watermark Extraction. | Yusuf Yaslan, Bilge Gnsel |
| 1998 | ICIP | Content-based Video Abstraction. | Bilge Gnsel, A. Murat Tekalp |
| 1997 | CVPR | Object-Based Video Indexing for Virtual Studio Productions. | Bilge Gnsel, A. Murat Tekalp, Peter J. L. van Beek |
| 1997 | ICASSP | Motion and shape signatures for object-based indexing of MPEG-4 compressed video. | Ahmet Mfit Ferman, Bilge Gnsel, A. Murat Tekalp |
| 1997 | ICIP | Moving Visual Representations of Video Objects for Content-Based Search and Browsing. | Bilge Gnsel, A. Murat Tekalp, Peter J. L. van Beek |
| 1996 | ICPR | Similarity analysis for shape retrieval by example. | Bilge Gnsel, A. Murat Tekalp |
| 1996 | WACV | Video indexing through integration of syntactic and semantic features. | Bilge Gnsel, A. Mfit Ferman, A. Murat Tekalp |
| 1995 | ICIP | Supervised learning of smoothing parameters in image restoration by regularization under cellular neural networks framework. | Bilge Gnsel, Cneyt Gzelis |
| 1994 | ICIP | Segmentation of Range and Intensity Images Using Multiscale Markov Random Field Representations. | Bilge Gnsel, Erdal Panayirci |
| 1994 | ICPR | Boundary detection using multiscale Markov random fields. | Bilge Gnsel, Erdal Panayirci, Anil K. Jain |
| 1992 | ICPR | Visual surface reconstruction and boundary detection using stochastic models. | Bilge Gnsel, Anil K. Jain |