Journal Articles

Sausa, E., Rajmic, P., & Hlawatsch, F. (2024). Distributed Bayesian target tracking with reduced communication: Likelihood consensus 2.0. Signal Processing, 215, Article 109259. https://doi.org/10.1016/j.sigpro.2023.109259 ( reposiTUm)
Kropfreiter, T., Meyer, F., Crouse, D., Coraluppi, S., Hlawatsch, F., & Willett, P. (2024). Track Coalescence and Repulsion in Multitarget Tracking: An Analysis of MHT, JPDA, and Belief Propagation Methods. IEEE Open Journal of Signal Processing, 5, 1089–1106. https://doi.org/10.1109/OJSP.2024.3451167 ( reposiTUm)
Gaglione, D., Braca, P., Soldi, G., Meyer, F., Hem, A. G., Brekke, E., & Hlawatsch, F. (2023). Comments on “Variations of Joint Integrated Data Association with Radar and Target-Provided Measurements.” Journal of Advances In Information Fusion, 18(2), 93–101. https://doi.org/10.34726/7039 ( reposiTUm)
Gaglione, D., Braca, P., Soldi, G., Meyer, F., Hlawatsch, F., & Win, M. (2022). Fusion of Sensor Measurements and Target-Provided Information in Multitarget Tracking. IEEE Transactions on Signal Processing, 70, 322–336. https://doi.org/10.34726/3510 ( reposiTUm)
Koliander, G., El-Laham, Y., Djurić, P. M., & Hlawatsch, F. (2022). Fusion of Probability Density Functions. Proceedings of the IEEE, 110(4), 404–453. https://doi.org/10.34726/3509 ( reposiTUm)
Kropfreiter, T., Meyer, F., & Hlawatsch, F. (2022). An Efficient Labeled/Unlabeled Random Finite Set Algorithm for Multiobject Tracking. IEEE Transactions on Aerospace and Electronic Systems, 58(6), 5256–5275. https://doi.org/10.34726/3502 ( reposiTUm)

Conference Proceedings Contributions

Kropfreiter, T., Meyer, F., & Hlawatsch, F. (2024). A Distributed Joint Integrated Probabilistic Data Association (JIPDA) Filter with Soft Object Association. In 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing: proceedings (pp. 12906–12910). https://doi.org/10.1109/ICASSP48485.2024.10447110 ( reposiTUm)
Bucco, T. J., Koliander, G., Kreidl, B., & Hlawatsch, F. (2024). Online Learning of Model Parameters and Object Classes in Extended Multiobject Tracking. In 2024 27th International Conference on Information Fusion (FUSION). 2024 27th International Conference on Information Fusion (FUSION), Venice, Italy. https://doi.org/10.23919/FUSION59988.2024.10706330 ( reposiTUm)
Šauša, E., Rajmic, P., & Hlawatsch, F. (2024). Likelihood Consensus 2.0: Reducing Interagent Communication in Distributed Bayesian Target Tracking. In ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (pp. 13006–13010). IEEE. https://doi.org/10.1109/ICASSP48485.2024.10447108 ( reposiTUm)
Dorazil, J., Fleury, B. H., & Hlawatsch, F. (2023). Bayesian Methods for Optical Flow Estimation Using a Variational Approximation, with Applications to Ultrasound. In Proceedings of the 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (pp. 1–5). Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.34726/5369 ( reposiTUm)