Bilge Günsel

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 23

Top Topics

Particle Filter

Object Tracking

State Transition

Top Venues

Publications

Elif Ecem Akbaba, Filiz Gurkan, Bilge Günsel
Boosting person ReID feature extraction via dynamic convolution. Pattern Anal. Appl. 27 (3) (2024)
Elif Ecem Akbaba, Bilge Günsel, Filiz Gurkan
Improved Scene Classification by Dynamic CNNs. ICECS (2023)
Yusuf K. Hanoglu, Bilge Günsel, Meltem Gulbas
Vehicle Crowd Analysis via Transfer Learning. ICECS (2023)
Filiz Gurkan, Llukman Cerkezi, Ozgun Cirakman, Bilge Günsel
TDIOT: Target-driven Inference for Deep Video Object Tracking. CoRR (2021)
Filiz Gurkan, Llukman Cerkezi, Ozgun Cirakman, Bilge Günsel
TDIOT: Target-Driven Inference for Deep Video Object Tracking. IEEE Trans. Image Process. 30 (2021)
Filiz Gurkan, Bilge Günsel
1 tracking and instance segmentation for video object tracking. Neurocomputing 423 (2021)
Yusuf Yaslan, Bilge Günsel
A context-aware mobile application framework using audio watermarking. Multim. Syst. 26 (3) (2020)
Filiz Gurkan, Bilge Günsel
Integration of Regularized l1 Tracking and Instance Segmentation for Video Object Tracking. CoRR (2019)
Caner Ozer, Filiz Gurkan, Bilge Günsel
Target Aware Visual Object Tracking. ICIAR (2) (2019)
Ozan Cakiroglu, Caner Ozer, Bilge Günsel
Design of a Deep Face Detector by Mask R-CNN. SIU (2019)
Filiz Gurkan, Bilge Günsel, Caner Ozer
Robust object tracking via integration of particle filtering with deep detection. Digit. Signal Process. 87 (2019)
Oguzhan Gultekin, Bilge Günsel
Robust object tracking by variable rate kernel particle filter. SIU (2018)
Caner Ozer, Filiz Gurkan, Bilge Günsel
Object tracking by deep object detectors and particle filtering. SIU (2018)
Demir Y. Yavas, Ibrahim Hökelek, Bilge Günsel
On modeling of priority-based SIP request scheduling. Simul. Model. Pract. Theory 80 (2018)
Erdem Onur Ozyurt, Bilge Günsel
Wami Object Tracking Using L1Tracker Integrated with a Deep Detector. ICIP (2018)
Esra Ergün, Filiz Gurkan, Onur Kaplan, Bilge Günsel
Video action classification by deep learning. SIU (2017)
Demir Y. Yavas, Ibrahim Hökelek, Bilge Günsel
On fluid-flow modeling of priority based request scheduling for finite buffer SIP server. Int. J. Commun. Syst. 30 (17) (2017)
Demir Y. Yavas, Ibrahim Hökelek, Bilge Günsel
Modeling of SIP retransmission traffic under lossy network conditions. BlackSeaCom (2017)
B. Akok, Filiz Gurkan, Onur Kaplan, Bilge Günsel
Robust object tracking by interleaving variable rate color particle filtering and deep learning. ICIP (2017)
Ozgun Cirakman, Bilge Günsel
Online speaker emotion tracking with a dynamic state transition model. ICPR (2016)
Deniz Kumlu, Bilge Günsel
Variable rate adaptive color-based particle filter tracking. ICIP (2016)
Demir Y. Yavas, Ibrahim Hökelek, Bilge Günsel
Analytical Model of Priority Based Request Scheduling Mechanism Preventing SIP Server Overload. MILCOM (2016)
Demir Y. Yavas, Ibrahim Hökelek, Bilge Günsel
Modeling of Priority-based Request Scheduling Mechanism for Finite Buffer SIP Servers. QTNA (2016)
Demir Y. Yavas, Ibrahim Hökelek, Bilge Günsel
Analysis tool for SIP server loading. SIU (2015)
Mehmet Cenk Sezgin, Bilge Günsel, Jarek Krajewski
Medium term speaker state detection by perceptually masked spectral features. Speech Commun. 67 (2015)
Demir Y. Yavas, Ibrahim Hökelek, Bilge Günsel
Controlling SIP server overload with priority based request scheduling. ICNC (2015)
Bilge Günsel, Ozgun Cirakman, Jarek Krajewski
Speaker emotional state classification by DPM models with annealed SMC samplers. EUSIPCO (2015)
Filiz Gurkan, Bilge Günsel, Erdem Basyurt
Integration of motion and localization features for head movement classification. SIU (2015)
Demir Y. Yavas, Ibrahim Hökelek, Bilge Günsel
Strict Prioritization of New Requests over Retransmissions for Enhancing Scalability of SIP Servers. IEICE Trans. Commun. (12) (2014)
Ozgun Cirakman, Bilge Günsel, Neslihan Serap Sengör, Sezer Kutluk
Content-based copy detection by a subspace learning based video fingerprinting scheme. Multim. Tools Appl. 71 (3) (2014)
Inci M. Baytas, Bilge Günsel
Head motion classification with 2D motion estimation. SIU (2014)
Serap Kirbiz, Bilge Günsel
Single channel audio source separation by Clustered NMF. SIU (2014)
Serap Kirbiz, Bilge Günsel
A multiresolution non-negative tensor factorization approach for single channel sound source separation. Signal Process. 105 (2014)
Serap Kirbiz, Bilge Günsel
Perceptually enhanced blind single-channel music source separation by Non-negative Matrix Factorization. Digit. Signal Process. 23 (2) (2013)
Serhat Selcuk Bucak, Bilge Günsel
Online video scene clustering by competitive incremental NMF. Signal Image Video Process. 7 (4) (2013)
Bilge Günsel, Mehmet Cenk Sezgin, Jarek Krajewski
Sleepiness detection from speech by perceptual features. ICASSP (2013)
Koray Kayabol, Bilge Günsel
Unsupervised classification of SAR images using normalized gamma process mixtures. Digit. Signal Process. 23 (5) (2013)
Sezer Kutluk, Bilge Günsel
Tissue density classification in mammographic images using local features. SIU (2013)
Koray Kayabol, Bilge Günsel
SAR image classification with normalized gamma process mixtures. ICIP (2013)
Serap Kirbiz, Bilge Günsel
An adaptive time-frequency resolution framework for single channel source separation based on non-negative tensor factorization. ICASSP (2013)
Demir Y. Yavas, Ibrahim Hökelek, Bilge Günsel
An Analysis Tool to Evaluate Effect of Retransmissions on SIP Server Overloading. NGMAST (2013)
Mehmet Cenk Sezgin, Bilge Günsel, Canberk Hacioglu
Audio emotion recognition by perceptual features. SIU (2012)
Mehmet Cenk Sezgin, Bilge Günsel, Gunes Karabulut Kurt
Perceptual audio features for emotion detection. EURASIP J. Audio Speech Music. Process. 2012 (2012)
Ozgun Cirakman, Sezer Kutluk, Bilge Günsel, Onur Calikus
A vocabulary-tree implementation for mobile product recognition. SIU (2012)
Yener Ülker, Bilge Günsel
Multiple model target tracking with variable rate particle filters. Digit. Signal Process. 22 (3) (2012)
Serap Kirbiz, Bilge Günsel
Perceptually weighted Non-negative Matrix Factorization for blind single-channel music source separation. ICPR (2012)
Mehmet Cenk Sezgin, Bilge Günsel, Gunes Karabulut Kurt
A novel perceptual feature set for audio emotion recognition. FG (2011)
Yener Ülker, Bilge Günsel, Ali Taylan Cemgil
Annealed SMC Samplers for Nonparametric Bayesian Mixture Models. IEEE Signal Process. Lett. 18 (1) (2011)
Serap Kirbiz, Ali Taylan Cemgil, Bilge Günsel
Bayesian Inference for Nonnegative Matrix Factor Deconvolution Models. ICPR (2010)
Sezer Kutluk, Bilge Günsel
ITU MSPR TRECVID 2010 Video Copy Detection System. TRECVID (2010)
Serap Kirbiz, Bilge Günsel
A perceptually enhanced blind single-channel audio source separation by non-negative matrix factorization. EUSIPCO (2010)
Yigitcan Savran, Bilge Günsel
Novelty Detection on Metallic Surfaces by GMM Learning in Gabor Space. ICIAR (2) (2010)
Yener Ülker, Bilge Günsel, Ali Taylan Cemgil
Annealed SMC Samplers for Dirichlet Process Mixture Models. ICPR (2010)
Ozgun Cirakman, Bilge Günsel, Neslihan Serap Sengör, Ozan Gursoy
Key-frame based video fingerprinting by NMF. ICIP (2010)
Yener Ülker, Bilge Günsel, Ali Taylan Cemgil
Sequential Monte Carlo Samplers for Dirichlet Process Mixtures. AISTATS (2010)
Serhat Selcuk Bucak, Bilge Günsel
Incremental subspace learning via non-negative matrix factorization. Pattern Recognit. 42 (5) (2009)
Ozan Gursoy, Bilge Günsel, Neslihan Serap Sengör
Transform Invariant Video Fingerprinting by NMF. CAIP (2009)
Yusuf Yaslan, Bilge Günsel
An integrated on-line audio watermark decoding scheme for broadcast monitoring. Multim. Tools Appl. 40 (1) (2008)
Serhat Selcuk Bucak, Bilge Günsel
Incremental clustering via nonnegative matrix factorization. ICPR (2008)
Yener Ülker, Bilge Günsel, Serap Kirbiz
A multiple model structure for tracking by variable rate particle filters. ICPR (2008)
Ozan Gursoy, Bilge Günsel
Istanbul Technical University at TRECVID2008. TRECVID (2008)
Serhat Selcuk Bucak, Bilge Günsel
Video Content Representation by Incremental Non-Negative Matrix Factorization. ICIP (2) (2007)
Serhat Selcuk Bucak, Bilge Günsel, Ozan Gursoy
Incremental Non-negative Matrix Factorization for Dynamic Background Modelling. PRIS (2007)
Bilge Günsel, Serap Kirbiz
Perceptual Audio Watermarking by Learning in Wavelet Domain. ICPR (3) (2006)
Bilge Günsel, Yener Ülker, Serap Kirbiz
A Statistical Framework for Audio Watermark Detection and Decoding. MRCS (2006)
Serap Kirbiz, Bilge Günsel
Robust Audio Watermark Decoding by Supervised Learning. ICASSP (5) (2006)
Serap Kirbiz, Yusuf Yaslan, Bilge Günsel
Robust audio watermark decoding by nonlinear classification. EUSIPCO (2005)
Bilge Günsel, Sanem Sariel, Oguz Icoglu
Content-based access to art paintings. ICIP (2) (2005)
Oguz Icoglu, Bilge Günsel, Sanem Sariel
Classification and indexing of paintings based on art movements. EUSIPCO (2004)
Yusuf Yaslan, Bilge Günsel
An Integrated Decoding Framework for Audio Watermark Extraction. ICPR (2) (2004)
Sait Sener, Bilge Günsel
Blind Audio Watermark Decoding Using Independent Component Analysis. ICPR (2) (2004)
Bilge Günsel, Umut Uludag, A. Murat Tekalp
Robust watermarking of fingerprint images. Pattern Recognit. 35 (12) (2002)
Umut Uludag, Bilge Günsel, A. Murat Tekalp
Robust watermarking of busy images. Security and Watermarking of Multimedia Contents (2001)
Oguz Icoglu, Yavuz Erdogan, Bilge Günsel, A. Murat Tekalp
User preference matching for smart browsing of media contents. Storage and Retrieval for Media Databases (2001)
Umut Uludag, Bilge Günsel, Meltem Ballan
A Spatial Method for Watermarking of Fingerprint Images. PRIS (2001)
Bilge Günsel, A. Murat Tekalp, Peter J. L. van Beek
Content-based access to video objects: Temporal Segmentation, visual summarization, and feature extraction. Signal Process. 66 (2) (1998)
Bilge Günsel, A. Müfit Ferman, A. Murat Tekalp
Temporal video segmentation using unsupervised clustering and semantic object tracking. J. Electronic Imaging 7 (3) (1998)
Bilge Günsel, A. Murat Tekalp
Content-based Video Abstraction. ICIP (3) (1998)
Bilge Günsel, A. Murat Tekalp
Shape similarity matching for query-by-example. Pattern Recognit. 31 (7) (1998)
A. Murat Tekalp, Peter J. L. van Beek, Candemir Toklu, Bilge Günsel
Two-dimensional mesh-based visual-object representation for interactive synthetic/natural digital video. Proc. IEEE 86 (6) (1998)
Ahmet Müfit Ferman, Bilge Günsel, A. Murat Tekalp
Motion and shape signatures for object-based indexing of MPEG-4 compressed video. ICASSP (1997)
Bilge Günsel, A. Murat Tekalp, Peter J. L. van Beek
Object-Based Video Indexing for Virtual Studio Productions. CVPR (1997)
Bilge Günsel, A. Murat Tekalp, Peter J. L. van Beek
Moving Visual Representations of Video Objects for Content-Based Search and Browsing. ICIP (2) (1997)
Bilge Günsel, A. Müfit Ferman, A. Murat Tekalp
Video indexing through integration of syntactic and semantic features. WACV (1996)
Bilge Günsel, Anil K. Jain, Erdal Panayirci
Reconstruction and Boundary Detection of Range and Intensity Images Using Multiscale MRF Representations. Comput. Vis. Image Underst. 63 (2) (1996)
Bilge Günsel, A. Murat Tekalp
Similarity analysis for shape retrieval by example. ICPR (1996)
Bilge Günsel, Cüneyt Güzelis
Supervised learning of smoothing parameters in image restoration by regularization under cellular neural networks framework. ICIP (1995)
Bilge Günsel, Erdal Panayirci, Anil K. Jain
Boundary detection using multiscale Markov random fields. ICPR (2) (1994)
Bilge Günsel, Erdal Panayirci
Segmentation of Range and Intensity Images Using Multiscale Markov Random Field Representations. ICIP (2) (1994)
Bilge Günsel, Anil K. Jain
Visual surface reconstruction and boundary detection using stochastic models. ICPR (3) (1992)