Franz Hlawatsch

TU Wien — Austria

Computer Science · Physical Sciences

49h-index10.0kcitations300works1.52yr avg
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Research Topics

Target Tracking and Data Fusion in Sensor Networks(77), Image and Signal Denoising Methods(63), Advanced Wireless Communication Techniques(58), Blind Source Separation Techniques(52), Machine Fault Diagnosis Techniques(46)

Publications300 total

Fast Bayesian Estimation Using Location-Type Variational Representations
2025
Tracking Multiple Extended Objects with a Latent Directional Group Structure: A Nonparametric Bayesian Learning Approach
2025
Online Learning of Model Parameters and Object Classes in Extended Multiobject Tracking
2024· 1 cited
Likelihood Consensus 2.0: Reducing Interagent Communication in Distributed Bayesian Target Tracking
2024· 1 cited
A Distributed Joint Integrated Probabilistic Data Association (JIPDA) Filter with Soft Object Association
2024· 1 cited
Track Coalescence and Repulsion in Multitarget Tracking: An Analysis of MHT, JPDA, and Belief Propagation Methods
IEEE Open Journal of Signal Processing·2024· 6 citedOpen Access
Distributed Bayesian target tracking with reduced communication: Likelihood consensus 2.0
Signal Processing·2023· 2 citedOpen Access
Track Coalescence and Repulsion in Multitarget Tracking: An Analysis of MHT, JPDA, and Belief Propagation Methods
arXiv (Cornell University)·2023· 1 citedOpen Access
Bayesian Methods for Optical Flow Estimation Using a Variational Approximation, with Applications to Ultrasound
2023· 3 cited
An Efficient Labeled/Unlabeled Random Finite Set Algorithm for Multiobject Tracking
IEEE Transactions on Aerospace and Electronic Systems·2022· 16 cited
Fusion of Probability Density Functions
Proceedings of the IEEE·2022· 105 citedOpen Access
Fusion of Probability Density Functions
arXiv (Cornell University)·2022Open Access
Fusion of Sensor Measurements and Target-Provided Information in Multitarget Tracking
IEEE Transactions on Signal Processing·2021· 37 citedOpen Access
An Efficient Labeled/Unlabeled Random Finite Set Algorithm for Multiobject Tracking
arXiv (Cornell University)·2021Open Access
A distributed particle-PHD filter using arithmetic-average fusion of Gaussian mixture parameters
Information Fusion·2021· 97 citedOpen Access
Bayesian information fusion and multitarget tracking for maritime situational awareness
IET Radar Sonar & Navigation·2020· 34 citedOpen Access
A Probabilistic Label Association Algorithm for Distributed Labeled Multi-Bernoulli Filtering
2020· 6 cited
Feature Drift Resilient Tracking of The Carotid Artery Wall Using Unscented Kalman Filtering With Data Fusion
2020· 4 cited
Tracking Carotid Artery Wall Motion Using an Unscented Kalman Filter and Data Fusion
IEEE Access·2020· 3 citedOpen Access
Classification-Aided Multitarget Tracking Using the Sum-Product Algorithm
IEEE Signal Processing Letters·2020· 16 citedOpen Access
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Frequent Co-authors

Gerald Matz(15), Florian Meyer(10), Ondrej Hlinka(6), Petar M. Djurić(6), Helmut Bölcskei(5), D. Schafhuber(4), G.F. Boudreaux-Bartels(3), Paolo Braca(3), Moe Z. Win(3), Dominik Seethaler(3), Henk Wymeersch(3), W. Kozek(3), Thomas Kropfreiter(2), Georg Tauböck(2), Ondrej Slučiak(2), Markus Rupp(2), Tiancheng Li(2), Bernhard Etzlinger(2), Jason Williams(1), Roslyn A. Lau(1)