Yayınlar & Eserler

Yayın Ağı
SCI, SSCI ve AHCI İndekslerine Giren Dergilerde Yayınlanan Makaleler

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

ŞAHİN K. K., BALCI A. E., ÖZKAN E.
IET Radar, Sonar and Navigation , cilt.18, sa.11, ss.2247-2263, 2024 (SCI-Expanded) identifier identifier
Plum Print visual indicator of research metrics
PlumX Metrics
  • Captures
    • Readers: 1
see details

Multi-Ellipsoidal Extended Target Tracking With Variational Bayes Inference

TUNCER B., ORGUNER U., ÖZKAN E.
IEEE TRANSACTIONS ON SIGNAL PROCESSING , cilt.70, ss.3921-3934, 2022 (SCI-Expanded) Creative Commons License identifier identifier
Plum Print visual indicator of research metrics
PlumX Metrics
  • Citations
    • Citation Indexes: 31
  • Captures
    • Readers: 4
see details

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

Kumru M., Özkan E.
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS , cilt.57, sa.5, ss.2795-2814, 2021 (SCI-Expanded) Creative Commons License identifier identifier identifier
Plum Print visual indicator of research metrics
PlumX Metrics
  • Citations
    • Citation Indexes: 22
    • Patent Family Citations: 1
  • Captures
    • Readers: 29
see details

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

Tuncer B., Özkan E.
IEEE Transactions on Signal Processing , cilt.69, ss.1910-1923, 2021 (SCI-Expanded) Creative Commons License identifier identifier identifier
Plum Print visual indicator of research metrics
PlumX Metrics
  • Citations
    • Citation Indexes: 61
  • Captures
    • Readers: 10
see details

Variational Measurement Update for Extended Object Tracking Using Gaussian Processes

Kumru M., Koksal H., Özkan E.
IEEE SIGNAL PROCESSING LETTERS , cilt.28, ss.538-542, 2021 (SCI-Expanded) identifier identifier
Plum Print visual indicator of research metrics
PlumX Metrics
  • Citations
    • Citation Indexes: 23
  • Captures
    • Readers: 7
see details

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 , cilt.27, sa.2, ss.1546-1558, 2019 (SCI-Expanded) identifier identifier
Plum Print visual indicator of research metrics
PlumX Metrics
  • Citations
    • Citation Indexes: 2
  • Usage
    • Downloads: 119
    • Abstract Views: 20
  • Captures
    • Readers: 2
see details

Approximate Bayesian Smoothing with Unknown Process and Measurement Noise Covariances

Ardeshiri T., Ozkan E., ORGUNER U., Gustafsson F.
IEEE SIGNAL PROCESSING LETTERS , cilt.22, sa.12, ss.2450-2454, 2015 (SCI-Expanded) Creative Commons License identifier identifier
Plum Print visual indicator of research metrics
PlumX Metrics
  • Citations
    • Citation Indexes: 102
  • Captures
    • Readers: 32
see details

Extended Target Tracking Using Gaussian Processes

Wahlström N., ÖZKAN E.
IEEE TRANSACTIONS ON SIGNAL PROCESSING , cilt.63, sa.16, ss.4165-4178, 2015 (SCI-Expanded) Creative Commons License identifier identifier
Plum Print visual indicator of research metrics
PlumX Metrics
  • Citations
    • Citation Indexes: 244
  • Captures
    • Readers: 78
see details

Greedy Reduction Algorithms for Mixtures of Exponential Family

Ardeshiri T., Granstrom K., Ozkan E., ORGUNER U.
IEEE SIGNAL PROCESSING LETTERS , cilt.22, sa.6, ss.676-680, 2015 (SCI-Expanded) identifier identifier
Plum Print visual indicator of research metrics
PlumX Metrics
  • Citations
    • Citation Indexes: 14
  • Captures
    • Readers: 13
see details

Recursive Maximum Likelihood Identification of Jump Markov Nonlinear Systems

ÖZKAN E., Lindsten F., Fritsche C., Gustafsson F.
IEEE TRANSACTIONS ON SIGNAL PROCESSING , cilt.63, sa.3, ss.754-765, 2015 (SCI-Expanded) Creative Commons License identifier identifier
Plum Print visual indicator of research metrics
PlumX Metrics
  • Citations
    • Citation Indexes: 68
  • Captures
    • Readers: 35
see details

Tire Radii Estimation Using a Marginalized Particle Filter

Lundquist C., Karlsson R., ÖZKAN E., Gustafsson F.
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS , cilt.15, sa.2, ss.663-672, 2014 (SCI-Expanded) Creative Commons License identifier identifier
Plum Print visual indicator of research metrics
PlumX Metrics
  • Citations
    • Citation Indexes: 31
    • Patent Family Citations: 1
  • Captures
    • Readers: 15
see details

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

ÖZKAN E., Smidl V., Saha S., Lundquist C., Gustafsson F.
AUTOMATICA , cilt.49, sa.6, ss.1566-1575, 2013 (SCI-Expanded) identifier identifier
Plum Print visual indicator of research metrics
PlumX Metrics
  • Citations
    • Citation Indexes: 94
  • Captures
    • Readers: 43
see details

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 , cilt.17, sa.8, ss.1518-1532, 2009 (SCI-Expanded) identifier identifier
Plum Print visual indicator of research metrics
PlumX Metrics
  • Citations
    • Citation Indexes: 20
  • Captures
    • Readers: 10
see details
Diğer Dergilerde Yayınlanan Makaleler

Beklenti Maksimizasyonu ile Genişletilmiş Hedef İzleme

ÖZKAN E.
ÇUKUROVA ÜNİVERSİTESİ MÜHENDİSLİK MİMARLIK FAKÜLTESİ DERGİSİ , cilt.34, ss.145-154, 2019 (Hakemli Dergi)
Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler

Tracking Arbitrarily Shaped Extended Objects Using Gaussian Processes

Kumru M., ÖZKAN E.
27th International Conference on Information Fusion, FUSION 2024, Venice, İtalya, 7 - 11 Temmuz 2024 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, İtalya, 7 - 11 Temmuz 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, İsveç, 4 - 07 Temmuz 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, Kanada, 2 - 05 Temmuz 2019 identifier identifier

3D Extended Object Tracking Using Recursive Gaussian Processes

Kumru M., Özkan E.
2018 21st International Conference on Information Fusion (FUSION), Cambridge, Kanada, 10 - 13 Temmuz 2018 identifier identifier
Plum Print visual indicator of research metrics
PlumX Metrics
  • Citations
    • Citation Indexes: 33
  • Captures
    • Readers: 21
see details

Multi-Ellipsoidal Extended Target Tracking Using Sequential Monte Carlo

Kara S. F., Özkan E.
2018 21st International Conference on Information Fusion (FUSION), London, Birleşik Krallık, 10 - 13 Temmuz 2018 identifier identifier
Plum Print visual indicator of research metrics
PlumX Metrics
  • Citations
    • Citation Indexes: 7
  • Captures
    • Readers: 5
see details

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, Kanada, 15 - 20 Nisan 2018, ss.4289-4293 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, Kanada, 10 - 13 Temmuz 2018, ss.267-274 identifier identifier
Plum Print visual indicator of research metrics
PlumX Metrics
  • Citations
    • Citation Indexes: 8
  • Captures
    • Readers: 11
see details

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, Almanya, 5 - 08 Temmuz 2016, ss.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, Almanya, 5 - 08 Temmuz 2016, ss.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 Temmuz 2015 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 Temmuz 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 Temmuz 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, Avustralya, 19 - 24 Nisan 2015, ss.3487-3491 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, Meksika, 7 - 10 Temmuz 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, Avustralya, 19 - 24 Nisan 2014, ss.3986-3990 Creative Commons License identifier identifier
Plum Print visual indicator of research metrics
PlumX Metrics
  • Citations
    • Citation Indexes: 8
  • Captures
    • Readers: 6
see details

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, Türkiye, 9 - 12 Temmuz 2013 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 Mayıs 2013 Creative Commons License identifier identifier
Plum Print visual indicator of research metrics
PlumX Metrics
  • Citations
    • Citation Indexes: 237
  • Captures
    • Readers: 38
see details

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, Singapur, 9 - 12 Temmuz 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, Singapur, 9 - 12 Temmuz 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, Türkiye, 18 - 20 Nisan 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 Ekim 2011 Creative Commons License identifier identifier
Plum Print visual indicator of research metrics
PlumX Metrics
  • Citations
    • Citation Indexes: 2
  • Captures
    • Readers: 9
see details

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, Amerika Birleşik Devletleri, 5 - 08 Temmuz 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 Mayıs 2011 identifier
Plum Print visual indicator of research metrics
PlumX Metrics
  • Citations
    • Citation Indexes: 6
  • Captures
    • Readers: 11
see details

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, Türkiye, 20 - 22 Nisan 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 Temmuz 2010 identifier
Plum Print visual indicator of research metrics
PlumX Metrics
  • Citations
    • Citation Indexes: 36
  • Captures
    • Readers: 21
see details
Metrikler

Yayın

40

Atıf (WoS)

758

H-İndeks (WoS)

12

Atıf (Scopus)

1046

H-İndeks (Scopus)

15

Atıf (Scholar)

191

H-İndeks (Scholar)

4

Proje

7

Tez Danışmanlığı

9

Açık Erişim

14