Emre Ozkan
Emre Ozkan
METU, Department of Electrical and Electronics Engineering, ANKARA
Verified email at metu.edu.tr - Homepage
TitleCited byYear
A Student's t filter for heavy tailed process and measurement noise
M Roth, E Özkan, F Gustafsson
2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013
832013
Extended target tracking using Gaussian processes
N Wahlström, E Özkan
IEEE Transactions on Signal Processing 63 (16), 4165-4178, 2015
692015
Marginalized adaptive particle filtering for nonlinear models with unknown time-varying noise parameters
E Özkan, V Šmídl, S Saha, C Lundquist, F Gustafsson
Automatica 49 (6), 1566-1575, 2013
642013
Recursive maximum likelihood identification of jump Markov nonlinear systems
E Özkan, F Lindsten, C Fritsche, F Gustafsson
IEEE Transactions on Signal Processing 63 (3), 754-765, 2014
412014
Marginalized particle filters for Bayesian estimation of Gaussian noise parameters
S Saha, E Ozkan, F Gustafsson, V Smidl
Information Fusion (FUSION), 2010 13th Conference on, 1-8, 2010
362010
Approximate Bayesian smoothing with unknown process and measurement noise covariances
T Ardeshiri, E Özkan, U Orguner, F Gustafsson
IEEE Signal Processing Letters 22 (12), 2450-2454, 2015
322015
Ground multiple target tracking with a network of acoustic sensor arrays using PHD and CPHD filters
E Ozkan, MB Guldogan, U Orguner, F Gustafsson
Information Fusion (FUSION), 2011 Proceedings of the 14th International …, 2011
232011
Dynamic speech spectrum representation and tracking variable number of vocal tract resonance frequencies with time-varying Dirichlet process mixture models
E Ozkan, IY Ozbek, M Demirekler
Audio, Speech, and Language Processing, IEEE Transactions on 17 (8), 1518-1532, 2009
202009
Particle filtering for positioning based on proximity reports
Y Zhao, F Yin, F Gunnarsson, M Amirijoo, E Özkan, F Gustafsson
2015 18th International Conference on Information Fusion (Fusion), 1046-1052, 2015
192015
Rao-Blackwellised particle filter for star-convex extended target tracking models
E Özkan, N Wahlström, SJ Godsill
2016 19th International Conference on Information Fusion (FUSION), 1193-1199, 2016
182016
Tire radii estimation using a marginalized particle filter
C Lundquist, R Karlsson, E Ozkan, F Gustafsson
IEEE Transactions on Intelligent Transportation Systems 15 (2), 663-672, 2013
152013
A fresh look at Bayesian Cramér-Rao bounds for discrete-time nonlinear filtering
C Fritsche, E Özkan, L Svensson, F Gustafsson
17th International Conference on Information Fusion (FUSION), 1-8, 2014
142014
Online EM algorithm for joint state and mixture measurement noise estimation
E Özkan, C Fritsche, F Gustafsson
2012 15th International Conference on Information Fusion, 1935-1940, 2012
132012
Robust Bayesian filtering and smoothing using student's t distribution
M Roth, T Ardeshiri, E Özkan, F Gustafsson
arXiv preprint arXiv:1703.02428, 2017
112017
Greedy reduction algorithms for mixtures of exponential family
T Ardeshiri, K Granström, E Özkan, U Orguner
IEEE Signal Processing Letters 22 (6), 676-680, 2014
112014
On the Cramér-Rao lower bound under model mismatch
C Fritsche, U Orguner, E Özkan, F Gustafsson
2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015
82015
Online EM algorithm for jump Markov systems
C Fritsche, E Özkan, F Gustafsson
2012 15th International Conference on Information Fusion, 1941-1946, 2012
82012
Non-parametric bayesian measurement noise density estimation in non-linear filtering
E Özkan, S Saha, F Gustafsson, V Šmídl
2011 IEEE International Conference on Acoustics, Speech and Signal …, 2011
82011
3D Extended Object Tracking Using Recursive Gaussian Processes
M Kumru, E Özkan
2018 21st International Conference on Information Fusion (FUSION), 1-8, 2018
62018
A Bayesian approach to jointly estimate tire radii and vehicle trajectory
E Ozkan, C Lundquist, F Gustafsson
Intelligent Transportation Systems (ITSC), 2011 14th International IEEE …, 2011
62011
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Articles 1–20