Browsing by Author "Forti, Nicola"

Now showing items 1-3 of 3

    • Anomaly detection and tracking based on mean-reverting processes with unknown parameters 

      Forti, Nicola; Millefiori, Leonardo; Braca, Paolo; Willett, Peter K. (CMRE, 2019/05)
      Piecewise mean-reverting stochastic processes have been recently proposed and validated as an effective model for long-term object prediction. In this paper, we exploit the Ornstein-Uhlenbeck (OU) dynamic model to represent ...

    • Hybrid Bernoulli filtering for detection and tracking of anomalous path deviations 

      Forti, Nicola; Millefiori, Leonardo; Braca, Paolo (CMRE, 2019/05)
      This paper presents a solution to the problem of sequential joint anomaly detection and tracking of a target subject to switching unknown path deviations. Based on a dynamic model described by Ornstein- Uhlenbeck (OU) ...

    • Proceedings of the Maritime Situational Awareness Workshop 2019 

      Jousselme, Anne-Laure; Braca, Paolo; Millefiori, Leonardo; De Rosa, Francesca; Zocholl, Maximilian; Uney, Murat; Iphar, Clément; Gaglione, Domenico; Soldi, Giovanni; Forti, Nicola; D'Afflisio, Enrica (CMRE, 2021-01)
      The Maritime Situational Awareness Workshop (MSAW) was held 08 - 10 October 2019 in Lerici, La Spezia (Italy). CMRE organized this workshop with the objective of fostering the crossfertilization of ideas from scientific ...