Felix Govaers

Orcid: 0000-0003-2274-7503

Affiliations:
  • Fraunhofer Institute for Communication, Information Processing and Ergonomics (FKIE), Wachtberg, Germany


According to our database1, Felix Govaers authored at least 74 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
Projected Belief Networks With Discriminative Alignment for Acoustic Event Classification: Rivaling State of the Art CNNs.
CoRR, 2024

On a Quantum Realization of the Bayesian Filtering Using the Log-Homotopy Flow.
Proceedings of the IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2024

3D-Extended Object Tracking and Shape Classification with a Lidar Sensor using Random Matrices and Virtual Measurement Models.
Proceedings of the 27th International Conference on Information Fusion, 2024

A Quantum Algorithm for the Prediction Step of a Bayesian Recursion.
Proceedings of the 27th International Conference on Information Fusion, 2024

Tensor Decomposition based Bearing-Only Target Tracking - an Analysis based on Real Data.
Proceedings of the 27th International Conference on Information Fusion, 2024

2023
Quantum Computing for Applications in Data Fusion.
IEEE Trans. Aerosp. Electron. Syst., April, 2023

A Comparison of PDF Projection with Normalizing Flows and SurVAE.
CoRR, 2023

Extended Target Tracking With a Lidar Sensor Using Random Matrices and a Gaussian Processes Regression Model.
Proceedings of the 26th International Conference on Information Fusion, 2023

Automatic Identification of Coordinated Targets.
Proceedings of the 26th International Conference on Information Fusion, 2023

2022
Extended Target Tracking With a Lidar Sensor Using Random Matrices and a Virtual Measurement Model.
IEEE Trans. Signal Process., 2022

Bayesian Wishart Filter for Random Shape Tracking.
IEEE Trans. Aerosp. Electron. Syst., 2022

Tracking of Partially Visible Elliptical Objects with a Lidar Sensor using Random Matrices and a Virtual Measurement Model.
Proceedings of the Sensor Data Fusion: Trends, Solutions, Applications, 2022

Distributed Sequential Likelihood Ratio Test for Track Confirmation in Non-Linear Scenarios.
Proceedings of the International Conference on Military Communication and Information Systems, 2022

A Circular Detection Driven Adaptive Birth Density for Multi-Object Tracking with Sets of Trajectories.
Proceedings of the 25th International Conference on Information Fusion, 2022

Accumulated State Densities Filter for Better Separability of Group-Targets.
Proceedings of the 25th International Conference on Information Fusion, 2022

2021
Adiabatic Quantum Computing for Solving the Multi-Target Data Association Problem.
Proceedings of the IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2021

Adiabatic Quantum Computing for Solving the Weapon Target Assignment Problem.
Proceedings of the 24th IEEE International Conference on Information Fusion, 2021

Joint Parameter Estimation and Trajectory Tracking of Bounding Boxes.
Proceedings of the 24th IEEE International Conference on Information Fusion, 2021

On a Detection Method of Adversarial Samples for Deep Neural Networks.
Proceedings of the 24th IEEE International Conference on Information Fusion, 2021

On Tracking Closely-Spaced Targets in a PARAFAC-Representation of the Fermionic Wave Function Formulation.
Proceedings of the 24th IEEE International Conference on Information Fusion, 2021

Symmetric Star-convex Shape Tracking With Wishart Filter.
Proceedings of the 24th IEEE International Conference on Information Fusion, 2021

2020
A Gamma Filter for Positive Parameter Estimation.
Proceedings of the IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2020

2019
Extended Object Tracking assisted Adaptive Clustering for Radar in Autonomous Driving Applications.
Proceedings of the 2019 Sensor Data Fusion: Trends, Solutions, Applications, 2019

On Independent Axes Estimation for Extended Target Tracking.
Proceedings of the 2019 Sensor Data Fusion: Trends, Solutions, Applications, 2019

Spacial Elliptical Model for Extended Target Tracking Using Laser Measurements.
Proceedings of the 2019 Sensor Data Fusion: Trends, Solutions, Applications, 2019

Object Detection in Tensor Decomposition Based Multi Target Tracking.
Proceedings of the 22th International Conference on Information Fusion, 2019

2018
On a CPD Decomposition of a Multi-Variate Gaussian.
Proceedings of the Sensor Data Fusion: Trends, Solutions, Applications, 2018

Time Evolution for Dynamic Probabilistic Tensors in Hierarchical Tucker Decomposition Form.
Proceedings of the 10th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2018

Gaussian Mixture Based Target Tracking Combining Bearing-Only Measurements and Contextual Information.
Proceedings of the 21st International Conference on Information Fusion, 2018

On Canonical Polyadic Decomposition of Non-Linear Gaussian Likelihood Functions.
Proceedings of the 21st International Conference on Information Fusion, 2018

2017
Bearings-only tracking and Doppler-bearing tracking with inequality constraint.
Proceedings of the Sensor Data Fusion: Trends, Solutions, Applications, 2017

Information form distributed Kalman filtering (IDKF) with explicit inputs.
Proceedings of the 20th International Conference on Information Fusion, 2017

A classify-while-track approach using dynamical tensors.
Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017

2016
Testing trajectories against pre-defined scenarios.
Proceedings of the 2016 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2016

Joint protection of a military formation using heterogeneous sensors in a mobile ad hoc network: Concept and field tests.
Proceedings of the International Conference on Military Communications and Information Systems, 2016

Combining log-homotopy flow with tensor decomposition based solution for Fokker-Planck equation.
Proceedings of the 19th International Conference on Information Fusion, 2016

Nonlinear filter design using Fokker-Planck propagator in Kronecker tensor format.
Proceedings of the 19th International Conference on Information Fusion, 2016

2015
Accumulated state densities and their use in decorrelated track-to-track fusion.
Proceedings of the International Conference on Military Communications and Information Systems, 2015

Sensor deployment for motion trajectory tracking with a genetic algorithm.
Proceedings of the IEEE International Conference on Industrial Technology, 2015

Dynamic-occlusion likelihood incorporation in a PHD filter based range-only tracking system.
Proceedings of the 18th International Conference on Information Fusion, 2015

Gaussian-mixture based ensemble Kalman filter.
Proceedings of the 18th International Conference on Information Fusion, 2015

Comparison of augmented state track fusion methods for non-full-rate communication.
Proceedings of the 18th International Conference on Information Fusion, 2015

2014
Generalized solution to smoothing and out-of-sequence processing.
IEEE Trans. Aerosp. Electron. Syst., 2014

State dependent mode transition probabilities with an application to acceleration dependency.
Proceedings of the 17th International Conference on Information Fusion, 2014

On decorrelated track-to-track fusion based on Accumulated State Densities.
Proceedings of the 17th International Conference on Information Fusion, 2014

Distributed bearings-only tracking using the federated Kalman filter.
Proceedings of the 17th International Conference on Information Fusion, 2014

Emitter localization under multipath propagation using a likelihood function decomposition that is linear in target space.
Proceedings of the 17th International Conference on Information Fusion, 2014

Tracking targets with multiple measurements per scan.
Proceedings of the 17th International Conference on Information Fusion, 2014

Comparison of tracklet fusion and distributed Kalman filter for track fusion.
Proceedings of the 17th International Conference on Information Fusion, 2014

2013
Enhanced data fusion in communication constrained multi sensor applications.
PhD thesis, 2013

Target existence probability in the distributed Kalman filter.
Proceedings of the Workshop on Sensor Data Fusion: Trends, Solutions, Applications, 2013

Gaussian mixture tracking: MHT and ITS comparison.
Proceedings of the Workshop on Sensor Data Fusion: Trends, Solutions, Applications, 2013

State dependent mode transition probabilities.
Proceedings of the Workshop on Sensor Data Fusion: Trends, Solutions, Applications, 2013

Device-free indoor localization using a distributed network of autonomous UWB sensor nodes.
Proceedings of the Workshop on Sensor Data Fusion: Trends, Solutions, Applications, 2013

Multi hypothesis parameter tracking in relative time of arrival.
Proceedings of the Workshop on Sensor Data Fusion: Trends, Solutions, Applications, 2013

An exact solution to track-to-track fusion using accumulated state densities.
Proceedings of the Workshop on Sensor Data Fusion: Trends, Solutions, Applications, 2013

Covariance debiasing for the Distributed Kalman Filter.
Proceedings of the 16th International Conference on Information Fusion, 2013

Emitter localization under multipath propagation using SMC-intensity filters.
Proceedings of the 16th International Conference on Information Fusion, 2013

2012
An Exact Solution to Track-to-Track-Fusion at Arbitrary Communication Rates.
IEEE Trans. Aerosp. Electron. Syst., 2012

Track maintenance using the SMC-intensity filter.
Proceedings of the Workshop on Sensor Data Fusion: Trends, Solutions, Applications, 2012

On the decorrelated distributed Kalman filter under measurement origin uncertainty.
Proceedings of the 15th International Conference on Information Fusion, 2012

Evaluation of a coupled laser inertial navigation system for pedestrian tracking.
Proceedings of the 15th International Conference on Information Fusion, 2012

2011
On Accumulated State Densities with Applications to Out-of-Sequence Measurement Processing.
IEEE Trans. Aerosp. Electron. Syst., 2011

Track-before-detect in distributed sensor applications.
EURASIP J. Adv. Signal Process., 2011

Coupled laser inertial navigation system for pedestrian tracking.
Proceedings of the 8th Workshop on Positioning Navigation and Communication, 2011

Out-of-sequence data processing for track-before-detect using dynamic programming.
Proceedings of the 41. Jahrestagung der Gesellschaft für Informatik, 2011

Exact Out-of-Sequence processing using the Information filter.
Proceedings of the 14th International Conference on Information Fusion, 2011

On the globalized likelihood function for exact track-to-track fusion at arbitrary instants of time.
Proceedings of the 14th International Conference on Information Fusion, 2011

2010
Position Tracking in Urban Environments using Linear Constraints and Bias Pseudo Measurements.
Proceedings of the 40. Jahrestagung der Gesellschaft für Informatik, Service Science - Neue Perspektiven für die Informatik, INFORMATIK 2010, Leipzig, Germany, September 27, 2010

Coupled sonar inertial navigation system for pedestrian tracking.
Proceedings of the 13th Conference on Information Fusion, 2010

Distributed Kalman filter fusion at arbitrary instants of time.
Proceedings of the 13th Conference on Information Fusion, 2010

Out-of-sequence processing of cluttered sensor data using multiple evolution models.
Proceedings of the 13th Conference on Information Fusion, 2010

Evaluation of network effects on the Kalman filter and accumulated state density filter.
Proceedings of the 2nd International Workshop on Cognitive Information Processing, 2010

2009
Rao-Blackwellized Particle Filter for Security Surveillance.
Proceedings of the 39. Jahrestagung der Gesellschaft für Informatik, Im Focus das Leben, INFORMATIK 2009, Lübeck, Germany, September 28, 2009


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