Braca, Paolo

Message Passing Algorithms for Scalable Multitarget Tracking

Meyer, F., Kropfreiter, T., Williams, J. L., Lau, R., Hlawatsch, F., Braca, P., & Win, M. Z. (2018) · Proceedings of the IEEE

Target Tracking and Data Fusion in Sensor NetworksRadar Systems and Signal Processing

Cited by 355

A Scalable Algorithm for Tracking an Unknown Number of Targets Using Multiple Sensors

Meyer, F., Braca, P., Willett, P., & Hlawatsch, F. (2017) · IEEE Transactions on Signal Processing

Target Tracking and Data Fusion in Sensor NetworksInertial Sensor and Navigation

Cited by 230

Maritime Surveillance Using Multiple High-Frequency Surface-Wave Radars

Maresca, S., Braca, P., Horstmann, J., & Grasso, R. (2014) · IEEE Transactions on Geoscience and Remote Sensing

Radar Systems and Signal ProcessingTarget Tracking and Data Fusion in Sensor Networks

Cited by 144

Modeling vessel kinematics using a stochastic mean-reverting process for long-term prediction

Millefiori, L. M., Braca, P., Bryan, K., & Willett, P. (2016) · IEEE Transactions on Aerospace and Electronic Systems

Target Tracking and Data Fusion in Sensor NetworksMaritime Navigation and Safety

Cited by 119

Knowledge-Based Multitarget Ship Tracking for HF Surface Wave Radar Systems

Vivone, G., Braca, P., & Horstmann, J. (2015) · IEEE Transactions on Geoscience and Remote Sensing

Target Tracking and Data Fusion in Sensor NetworksRadar Systems and Signal Processing

Cited by 88

Multiple Ornstein–Uhlenbeck Processes for Maritime Traffic Graph Representation

Coscia, P., Braca, P., Millefiori, L. M., Palmieri, F. A. N., & Willett, P. (2018) · IEEE Transactions on Aerospace and Electronic Systems

Maritime Navigation and SafetyData Management and Algorithms

Cited by 77

Detecting anomalous deviations from standard maritime routes using the Ornstein-Uhlenbeck process

d'Afflisio, E., Braca, P., Millefiori, L. M., & Willett, P. (2018) · IEEE Transactions on Signal Processing

Anomaly Detection Techniques and ApplicationsMaritime Navigation and Safety

Cited by 59

Space-Based Global Maritime Surveillance. Part II: Artificial Intelligence and Data Fusion Techniques

Soldi, G., Gaglione, D., Forti, N., Millefiori, L. M., Braca, P., Carniel, S., Simone, A. D., Iodice, A., Riccio, D., Daffina, F. C., et al. (2021) · IEEE Aerospace and Electronic Systems Magazine

Maritime Navigation and SafetyAdvanced Image Fusion Techniques

Cited by 44

Belief propagation based AIS/radar data fusion for multi-target tracking

Gaglione, D., Braca, P., & Soldi, G. (2018) · 2018 21st International Conference on Information Fusion (FUSION)

Target Tracking and Data Fusion in Sensor NetworksRadar Systems and Signal Processing

Cited by 37

Bayesian information fusion and multitarget tracking for maritime situational awareness

Gaglione, D., Soldi, G., Meyer, F., Hlawatsch, F., Braca, P., Farina, A., & Win, M. Z. (2020) · IET Radar, Sonar & Navigation

Target Tracking and Data Fusion in Sensor NetworksRadar Systems and Signal Processing

Cited by 36

Maritime Anomaly Detection Based on Mean-Reverting Stochastic Processes Applied to a Real-World Scenario

d'Afflisio, E., Braca, P., Millefiori, L. M., & Willett, P. (2018) · 2018 21st International Conference on Information Fusion (FUSION)

Anomaly Detection Techniques and ApplicationsMaritime Navigation and Safety

Cited by 33

Unsupervised extraction of maritime patterns of life from Automatic Identification System data

Forti, N., Millefiori, L. M., & Braca, P. (2019) · OCEANS 2019 - Marseille

Maritime Navigation and SafetyMaritime Security and History

Cited by 33

Consistent Estimation of Randomly Sampled Ornstein–Uhlenbeck Process Long-Run Mean for Long-Term Target State Prediction

Millefiori, L. M., Braca, P., & Willett, P. (2016) · IEEE Signal Processing Letters

Target Tracking and Data Fusion in Sensor NetworksControl Systems and Identification

Cited by 30

Anomaly Detection and Tracking Based on Mean–Reverting Processes with Unknown Parameters

Forti, N., Millefiori, L. M., Braca, P., & Willett, P. (2019) · ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Target Tracking and Data Fusion in Sensor NetworksAnomaly Detection Techniques and Applications

Cited by 29

Hybrid Bernoulli Filtering for Detection and Tracking of Anomalous Path Deviations

Forti, N., Millefiori, L. M., & Braca, P. (2018) · 2018 21st International Conference on Information Fusion (FUSION)

Target Tracking and Data Fusion in Sensor NetworksAnomaly Detection Techniques and Applications

Cited by 14

Validation of the Ornstein-Uhlenbeck route propagation model in the Mediterranean Sea

Millefiori, L. M., Pallotta, G., Braca, P., Horn, S., & Bryan, K. (2015) · OCEANS 2015 - Genova

Maritime Navigation and SafetyTarget Tracking and Data Fusion in Sensor Networks

Cited by 13

Random finite set tracking for anomaly detection in the presence of clutter

Forti, N., Millefiori, L. M., Braca, P., & Willett, P. (2020) · 2020 IEEE Radar Conference (RadarConf20)

Target Tracking and Data Fusion in Sensor NetworksAnomaly Detection Techniques and Applications

Cited by 11

Heterogeneous information fusion for multitarget tracking using the sum-product algorithm

Soldi, G., Gaglione, D., Meyer, F., Hlawatsch, F., Braca, P., Farina, A., & Z. Win, M. (2019) · ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Target Tracking and Data Fusion in Sensor NetworksVideo Surveillance and Tracking Methods

Cited by 10

Underwater Tracking Based on the Sum-Product Algorithm Enhanced by a Neural Network Detections Classifier

Soldi, G., Gaglione, D., De Magistris, G., Braca, P., Stinco, P., Ferri, G., Tesei, A., & Le Page, K. (2020) · ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Target Tracking and Data Fusion in Sensor NetworksUnderwater Vehicles and Communication Systems

Cited by 8