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ORCIDEmre Özkan
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2020 – today
- 2024
[c25]Murat Kumru, Emre Özkan:
Tracking Arbitrarily Shaped Extended Objects Using Gaussian Processes. FUSION 2024: 1-8- [c24]Ogul Can Yurdakul, Mehmet Çetinkaya, Enescan Çelebi, Emre Özkan:
A Rao-Blackwellized Particle Filter for Superelliptical Extended Target Tracking. FUSION 2024: 1-8 - 2022
- [j11]Barkin Tuncer
, Umut Orguner, Emre Özkan:
Multi-Ellipsoidal Extended Target Tracking With Variational Bayes Inference. IEEE Trans. Signal Process. 70: 3921-3934 (2022) - [c23]Ali Emre Balci, Kurtulus Kerem Sahin, Firat Kumru, Fatih Pektas, Emre Özkan, Umut Orguner:
Association and Fusion of Range- Azimuth Tracks. FUSION 2022: 1-8 - 2021
- [j10]Murat Kumru, Hilal Köksal, Emre Özkan:
Variational Measurement Update for Extended Object Tracking Using Gaussian Processes. IEEE Signal Process. Lett. 28: 538-542 (2021) - [j9]Murat Kumru, Emre Özkan:
Three-Dimensional Extended Object Tracking and Shape Learning Using Gaussian Processes. IEEE Trans. Aerosp. Electron. Syst. 57(5): 2795-2814 (2021) - [j8]Barkin Tuncer, Emre Özkan:
Random Matrix Based Extended Target Tracking With Orientation: A New Model and Inference. IEEE Trans. Signal Process. 69: 1910-1923 (2021) - 2020
- [i5]Barkin Tuncer, Murat Kumru, Emre Özkan:
Extended Target Tracking and Classification Using Neural Networks. CoRR abs/2002.05462 (2020) - [i4]Barkin Tuncer, Emre Özkan:
Random Matrix Based Extended Target Tracking with Orientation: A New Model and Inference. CoRR abs/2010.08820 (2020)
2010 – 2019
- 2019
- [c22]Barkin Tuncer, Murat Kumru, Emre Özkan:
Extended Target Tracking and Classification Using Neural Networks. FUSION 2019: 1-7 - 2018
- [c21]Süleyman Fatih Kara, Emre Özkan:
Multi-Ellipsoidal Extended Target Tracking Using Sequential Monte Carlo. FUSION 2018: 1-8 - [c20]Murat Kumru, Emre Özkan:
3D Extended Object Tracking Using Recursive Gaussian Processes. FUSION 2018: 1-8 - [c19]Barkin Tuncer, Murat Kumru, Emre Özkan, A. Aydin Alatan:
Extended Object Tracking and Shape Classification. FUSION 2018: 1-5 - [c18]Carsten Fritsche, Umut Orguner, Emre Özkan, Fredrik Gustafsson:
Marginal Bayesian Bhattacharyya Bounds for Discrete-Time Filtering. ICASSP 2018: 4289-4293 - 2017
- [i3]Michael Roth, Tohid Ardeshiri, Emre Özkan, Fredrik Gustafsson:
Robust Bayesian Filtering and Smoothing Using Student's t Distribution. CoRR abs/1703.02428 (2017) - 2016
- [c17]Emre Özkan, Niklas Wahlstrom, Simon J. Godsill:
Rao-Blackwellised particle filter for star-convex extended target tracking models. FUSION 2016: 1193-1199 - [c16]James K. Murphy, Emre Özkan, Pete Bunch, Simon J. Godsill:
Sparse structure inference for group and network tracking. FUSION 2016: 1208-1214 - 2015
- [j7]Tohid Ardeshiri, Karl Granström, Emre Özkan, Umut Orguner:
Greedy Reduction Algorithms for Mixtures of Exponential Family. IEEE Signal Process. Lett. 22(6): 676-680 (2015) - [j6]Tohid Ardeshiri, Emre Özkan, Umut Orguner, Fredrik Gustafsson:
Approximate Bayesian Smoothing with Unknown Process and Measurement Noise Covariances. IEEE Signal Process. Lett. 22(12): 2450-2454 (2015) - [j5]Emre Özkan, Fredrik Lindsten, Carsten Fritsche, Fredrik Gustafsson:
Recursive Maximum Likelihood Identification of Jump Markov Nonlinear Systems. IEEE Trans. Signal Process. 63(3): 754-765 (2015) - [j4]Niklas Wahlstrom, Emre Özkan:
Extended Target Tracking Using Gaussian Processes. IEEE Trans. Signal Process. 63(16): 4165-4178 (2015) - [c15]Parinaz Kasebzadeh, Carsten Fritsche, Emre Özkan, Fredrik Gunnarsson, Fredrik Gustafsson:
Joint antenna and propagation model parameter estimation using RSS measurements. FUSION 2015: 98-103 - [c14]Yuxin Zhao, Feng Yin, Fredrik Gunnarsson, Mehdi Amirijoo, Emre Özkan, Fredrik Gustafsson:
Particle filtering for positioning based on proximity reports. FUSION 2015: 1046-1052 - [c13]André R. Braga, Marcelo G. S. Bruno, Emre Özkan, Carsten Fritsche, Fredrik Gustafsson:
Cooperative Terrain Based Navigation and coverage identification using consensus. FUSION 2015: 1190-1197 - [c12]Carsten Fritsche, Emre Özkan, Umut Orguner, Fredrik Gustafsson:
Marginal Weiss-Weinstein bounds for discrete-time filtering. ICASSP 2015: 3487-3491 - [c11]Carsten Fritsche, Umut Orguner, Emre Özkan, Fredrik Gustafsson:
On the Cramér-Rao lower bound under model mismatch. ICASSP 2015: 3986-3990 - [i2]Tohid Ardeshiri, Umut Orguner, Emre Özkan:
Gaussian Mixture Reduction Using Reverse Kullback-Leibler Divergence. CoRR abs/1508.05514 (2015) - 2014
- [j3]Christian Lundquist, Rickard Karlsson, Emre Özkan, Fredrik Gustafsson:
Tire Radii Estimation Using a Marginalized Particle Filter. IEEE Trans. Intell. Transp. Syst. 15(2): 663-672 (2014) - [c10]Carsten Fritsche, Emre Özkan, Lennart Svensson, Fredrik Gustafsson:
A fresh look at Bayesian Cramér-Rao bounds for discrete-time nonlinear filtering. FUSION 2014: 1-8 - [i1]Tohid Ardeshiri, Emre Özkan, Umut Orguner:
Approximate Bayesian Smoothing with Unknown Process and Measurement Noise Covariances. CoRR abs/1412.5307 (2014) - 2013
- [j2]Emre Özkan, Václav Smídl, Saikat Saha, Christian Lundquist, Fredrik Gustafsson:
Marginalized adaptive particle filtering for nonlinear models with unknown time-varying noise parameters. Autom. 49(6): 1566-1575 (2013) - [c9]Tohid Ardeshiri, Emre Özkan:
An adaptive PHD filter for tracking with unknown sensor characteristics. FUSION 2013: 1736-1743 - [c8]Michael Roth, Emre Özkan, Fredrik Gustafsson:
A Student's t filter for heavy tailed process and measurement noise. ICASSP 2013: 5770-5774 - 2012
- [c7]Emre Özkan, Carsten Fritsche, Fredrik Gustafsson:
Online EM algorithm for joint state and mixture measurement noise estimation. FUSION 2012: 1935-1940 - [c6]Carsten Fritsche, Emre Özkan, Fredrik Gustafsson:
Online EM algorithm for jump Markov systems. FUSION 2012: 1941-1946 - [c5]Emre Özkan, Mehmet Burak Guldogan, Umut Orguner, Fredrik Gustafsson:
Olasılık Hipotez Yoğunluğu Süzgeci kullanarak Akustik Sensörlerle Kara Araçları Takibi. SIU 2012: 1-4 - 2011
- [c4]Emre Özkan, Mehmet Burak Guldogan, Umut Orguner, Fredrik Gustafsson:
Ground multiple target tracking with a network of acoustic sensor arrays using PHD and CPHD filters. FUSION 2011: 1-8 - [c3]Emre Özkan, Saikat Saha, Fredrik Gustafsson, Václav Smídl:
Non-parametric bayesian measurement noise density estimation in non-linear filtering. ICASSP 2011: 5924-5927 - [c2]Emre Özkan, Christian Lundquist, Fredrik Gustafsson:
A Bayesian approach to jointly estimate tire radii and vehicle trajectory. ITSC 2011: 1622-1627 - 2010
- [c1]Saikat Saha, Emre Özkan, Fredrik Gustafsson, Václav Smídl:
Marginalized particle filters for Bayesian estimation of Gaussian noise parameters. FUSION 2010: 1-8
2000 – 2009
- 2009
- [b1]Emre Özkan:
Particle methods for bayesian multi-object tracking and parameter estimation ; Parçacık metodları ile çoklu nesne izleme ve parametre kestirimi. Middle East Technical University, Çankaya, Ankara, Turkey, 2009 - [j1]Emre Özkan, I. Yücel Özbek, Mübeccel Demirekler:
Dynamic Speech Spectrum Representation and Tracking Variable Number of Vocal Tract Resonance Frequencies With Time-Varying Dirichlet Process Mixture Models. IEEE Trans. Speech Audio Process. 17(8): 1518-1532 (2009)
Coauthor Index
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last updated on 2024-10-25 20:12 CEST by the dblp team
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