Publications & Works

Publication Network
Journal articles indexed in SCI, SSCI, and AHCI 13

Random matrix extended target tracking for trajectory-aligned and drifting targets

ŞAHİN K. K., BALCI A. E., ÖZKAN E.
IET Radar, Sonar and Navigation , vol.18, no.11, pp.2247-2263, 2024 (SCI-Expanded) identifier identifier

Multi-Ellipsoidal Extended Target Tracking With Variational Bayes Inference

TUNCER B., ORGUNER U., ÖZKAN E.
IEEE TRANSACTIONS ON SIGNAL PROCESSING , vol.70, pp.3921-3934, 2022 (SCI-Expanded) Creative Commons License identifier identifier

Three-Dimensional Extended Object Tracking and Shape Learning Using Gaussian Processes

Kumru M., Özkan E.
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS , vol.57, no.5, pp.2795-2814, 2021 (SCI-Expanded) Creative Commons License identifier identifier identifier

Random matrix based extended target tracking with orientation: A new model and inference

Tuncer B., Özkan E.
IEEE Transactions on Signal Processing , vol.69, pp.1910-1923, 2021 (SCI-Expanded) Creative Commons License identifier identifier identifier

Variational Measurement Update for Extended Object Tracking Using Gaussian Processes

Kumru M., Koksal H., Özkan E.
IEEE SIGNAL PROCESSING LETTERS , vol.28, pp.538-542, 2021 (SCI-Expanded) identifier identifier

Multiellipsoidal extended target tracking with known extent using sequential Monte Carlo framework

Kara S. F., ÖZKAN E.
TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , vol.27, no.2, pp.1546-1558, 2019 (SCI-Expanded) identifier identifier

Approximate Bayesian Smoothing with Unknown Process and Measurement Noise Covariances

Ardeshiri T., Ozkan E., ORGUNER U., Gustafsson F.
IEEE SIGNAL PROCESSING LETTERS , vol.22, no.12, pp.2450-2454, 2015 (SCI-Expanded) Creative Commons License identifier identifier

Extended Target Tracking Using Gaussian Processes

Wahlström N., ÖZKAN E.
IEEE TRANSACTIONS ON SIGNAL PROCESSING , vol.63, no.16, pp.4165-4178, 2015 (SCI-Expanded) Creative Commons License identifier identifier

Greedy Reduction Algorithms for Mixtures of Exponential Family

Ardeshiri T., Granstrom K., Ozkan E., ORGUNER U.
IEEE SIGNAL PROCESSING LETTERS , vol.22, no.6, pp.676-680, 2015 (SCI-Expanded) identifier identifier

Recursive Maximum Likelihood Identification of Jump Markov Nonlinear Systems

ÖZKAN E., Lindsten F., Fritsche C., Gustafsson F.
IEEE TRANSACTIONS ON SIGNAL PROCESSING , vol.63, no.3, pp.754-765, 2015 (SCI-Expanded) Creative Commons License identifier identifier

Tire Radii Estimation Using a Marginalized Particle Filter

Lundquist C., Karlsson R., ÖZKAN E., Gustafsson F.
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS , vol.15, no.2, pp.663-672, 2014 (SCI-Expanded) Creative Commons License identifier identifier

Marginalized adaptive particle filtering for nonlinear models with unknown time-varying noise parameters

ÖZKAN E., Smidl V., Saha S., Lundquist C., Gustafsson F.
AUTOMATICA , vol.49, no.6, pp.1566-1575, 2013 (SCI-Expanded) identifier identifier

Dynamic Speech Spectrum Representation and Tracking Variable Number of Vocal Tract Resonance Frequencies With Time-Varying Dirichlet Process Mixture Models

ÖZKAN E., ÖZBEK ARSLAN I., Demirekler M.
IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING , vol.17, no.8, pp.1518-1532, 2009 (SCI-Expanded) identifier identifier
Articles Published in Other Journals 1

Beklenti Maksimizasyonu ile Genişletilmiş Hedef İzleme

ÖZKAN E.
ÇUKUROVA ÜNİVERSİTESİ MÜHENDİSLİK MİMARLIK FAKÜLTESİ DERGİSİ , vol.34, pp.145-154, 2019 (Peer-Reviewed Journal)
Papers Presented at Peer-Reviewed Scientific Conferences 26

Tracking Arbitrarily Shaped Extended Objects Using Gaussian Processes

Kumru M., ÖZKAN E.
27th International Conference on Information Fusion, FUSION 2024, Venice, Italy, 7 - 11 July 2024, (Full Text) identifier

A Rao-Blackwellized Particle Filter for Superelliptical Extended Target Tracking

YURDAKUL O. C., ÇETİNKAYA M., Çelebi E., ÖZKAN E.
27th International Conference on Information Fusion, FUSION 2024, Venice, Italy, 7 - 11 July 2024 identifier

Association and Fusion of Range-Azimuth Tracks

Balci A. E., ŞAHİN K. K., Kumru F., Pektas F., ÖZKAN E., ORGUNER U.
25th International Conference of Information Fusion (FUSION), Linköping, Sweden, 4 - 07 July 2022 identifier identifier

Extended Target Tracking and Classification Using Neural Networks

TUNCER B., KUMRU M., ÖZKAN E.
22nd International Conference on Information Fusion (FUSION), Ottawa, Canada, 2 - 05 July 2019 identifier identifier

3D Extended Object Tracking Using Recursive Gaussian Processes

Kumru M., Özkan E.
2018 21st International Conference on Information Fusion (FUSION), Cambridge, Canada, 10 - 13 July 2018, (Full Text) identifier identifier

Multi-Ellipsoidal Extended Target Tracking Using Sequential Monte Carlo

Kara S. F., Özkan E.
2018 21st International Conference on Information Fusion (FUSION), London, United Kingdom, 10 - 13 July 2018 identifier identifier

MARGINAL BAYESIAN BHATTACHARYYA BOUNDS FOR DISCRETE-TIME FILTERING

Fritsche C., ORGUNER U., ÖZKAN E., Gustafsson F.
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Calgary, Canada, 15 - 20 April 2018, pp.4289-4293, (Full Text) identifier identifier

Extended Object Tracking and Shape Classification

Tuncer B., Kumru M., Alatan A. A., Özkan E.
21st International Conference on Information Fusion (FUSION), Cambridge, Canada, 10 - 13 July 2018, pp.267-274 identifier identifier

Rao-Blackwellised Particle Filter for Star-Convex Extended Target Tracking Models

ÖZKAN E., Wahlstrom N., Godsill S. J.
19th International Conference on Information Fusion (FUSION), Heidelberg, Germany, 5 - 08 July 2016, pp.1193-1199 identifier

Sparse Structure Inference for Group and Network Tracking

Murphy J., ÖZKAN E., Bunch P., Godsill S. J.
19th International Conference on Information Fusion (FUSION), Heidelberg, Germany, 5 - 08 July 2016, pp.1208-1214 identifier

Joint Antenna and Propagation Model Parameter Estimation Using RSS Measurements

Kasebzadeh P., Fritsche C., ÖZKAN E., Gunnarsson F., Gustafsson F.
2015 18th International Conference on Information Fusion, Washington, Kiribati, 6 - 09 July 2015, (Full Text) identifier

Particle Filtering for Positioning Based on Proximity Reports

Zhao Y., Yin F., Gunnarsson F., Amirijoo M., ÖZKAN E., Gustafsson F.
2015 18th International Conference on Information Fusion, Washington, Kiribati, 6 - 09 July 2015 identifier

Cooperative Terrain Based Navigation and coverage identification using consensus

Kasebzadeh P., Fritsche C., ÖZKAN E., Gunnarsson F., Gustafsson F.
2015 18th International Conference on Information Fusion, Washington, Kiribati, 6 - 09 July 2015 identifier

MARGINAL WEISS-WEINSTEIN BOUNDS FOR DISCRETE-TIME FILTERING

Fritsche C., Ozkan E., ORGUNER U., Gustafsson F.
40th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Brisbane, Australia, 19 - 24 April 2015, pp.3487-3491, (Full Text) identifier identifier

A fresh look at Bayesian Cramer Rao bounds for discrete time nonlinear filtering

Zhao Y., Yin F., Gunnarsson F., Amirijoo M., ÖZKAN E., Gustafsson F.
2014 17th International Conference on Information Fusion, Salamanca, Mexico, 7 - 10 July 2014 identifier

On the Cramér-Rao lower bound under model mismatch

Fritsche C., ORGUNER U., Ozkan E., Gustafsson F.
40th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2015, Brisbane, Australia, 19 - 24 April 2014, pp.3986-3990, (Full Text) Creative Commons License identifier identifier

An adaptive PHD filter for tracking with unknown sensor characteristics

Zhao Y., Yin F., Gunnarsson F., Amirijoo M., ÖZKAN E., Gustafsson F.
2013 16th International Conference on Information Fusion, İstanbul, Turkey, 9 - 12 July 2013, (Full Text) identifier

A Student s t filter for heavy tailed process and measurement noise

Roth M., ÖZKAN E., Gustafsson F.
2013 IEEE International Conference on Acoustics, Speech and Signal Processing, Vancouver, BC, Canada, 26 - 31 May 2013 Creative Commons License identifier identifier

Online EM algorithm for jump Markov systems

Zhao Y., Yin F., Gunnarsson F., Amirijoo M., ÖZKAN E., Gustafsson F.
2012 15th International Conference on Information Fusion, Singapore, Singapore, 9 - 12 July 2012 identifier

Online EM algorithm for joint state and mixture measurement noise estimation

Zhao Y., Yin F., Gunnarsson F., Amirijoo M., ÖZKAN E., Gustafsson F.
2012 15th International Conference on Information Fusion, Singapore, Singapore, 9 - 12 July 2012 identifier

Olasilik hipotez yoǧunluǧu süzgeci kullanarak akustik sensörlerle kara araçlari takibi

Özkan E., Güldoǧan B., ORGUNER U., Gustafsson F.
2012 20th Signal Processing and Communications Applications Conference, SIU 2012, Fethiye, Mugla, Turkey, 18 - 20 April 2012 identifier

A Bayesian approach to jointly estimate tire radii and vehicle trajectory

ÖZKAN E., Lundquist C., Gustafsson F.
2011 14th International IEEE Conference on Intelligent Transportation Systems (ITSC), Washington, DC, USA, 5 - 07 October 2011 Creative Commons License identifier identifier

Ground multiple target tracking with a network of acoustic sensor arrays using PHD and CPHD filters

Özkan E., Guldogan M. B., Orguner U., Gustafsson F.
14th International Conference on Information Fusion, Fusion 2011, Chicago, IL, United States Of America, 5 - 08 July 2011 identifier

Non parametric bayesian measurement noise density estimation in non linear filtering

ÖZKAN E., Saikat S., Fredrik G., Smidl V.
2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Prague, Czech Republic, 22 - 27 May 2011 identifier

Parçacık Süzgeci ile Doğrusal olmayan Modellerde Gauss Gürültüsü Parametreleri Kestirimi

ÖZKAN E., GUSTAFSSON F.
2011 - IEEE 19. Sinyal İşleme ve İletişim Uygulamaları Kurultayı, Antalya, Turkey, Turkey, 20 - 22 April 2011 identifier

Marginalized particle filters for Bayesian estimation of Gaussian noise parameters

Zhao Y., Yin F., Gunnarsson F., Amirijoo M., ÖZKAN E., Gustafsson F.
2010 13th International Conference on Information Fusion, Edinburgh, Saint Helena, 26 - 29 July 2010 identifier
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