Barkın Tuncer

E-mail

barkint@metu.edu.tr

Department

Department of Electrical and Electronics Engineering

ORCID

0000-0003-1486-1496

Scopus Author ID

57204011685

Web of Science Researcher ID

AAZ-9602-2020

Multi-Ellipsoidal Extended Target Tracking With Variational Bayes Inference Tuncer, Barkın; Orguner, Umut; Özkan, Emre (2022-01-01) In this work, we propose a novel extended target tracking algorithm, which is capable of representing a target or a group of targets with multiple ellipses. Each ellipse is modeled by an unknown symmetric positive-definite...
Random Matrix Based Extended Target Tracking with Orientation: A New Model and Inference Tuncer, Barkın; Özkan, Emre (2021-02-01) In this study, we propose a novel extended target tracking algorithm which is capable of representing the extent of dynamic objects as an ellipsoid with a time-varying orientation angle. A diagonal positive semi-definite m...
Extended Target Tracking and Classification Using Neural Networks Tuncer, Barkın; Kumru, Murat; Özkan, Emre (2019-01-01) Extended target/object tracking (ETT) problem involves tracking objects which potentially generate multiple measurements at a single sensor scan. State-of-the-art ETT algorithms can efficiently exploit the available inform...

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