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[HTML][HTML] Anomaly detection in maritime AIS tracks: A review of recent approaches
The automatic identification system (AIS) was introduced in the maritime domain to increase
the safety of sea traffic. AIS messages are transmitted as broadcasts to nearby ships and …
the safety of sea traffic. AIS messages are transmitted as broadcasts to nearby ships and …
AIS-based maritime anomaly traffic detection: A review
CV Ribeiro, A Paes, D de Oliveira - Expert Systems with Applications, 2023 - Elsevier
Maritime transportation plays an essential role in global trade. Due to the huge number of
vessels worldwide, there is also a non-negligible volume of Maritime incidents such as …
vessels worldwide, there is also a non-negligible volume of Maritime incidents such as …
Unsupervised hierarchical methodology of maritime traffic pattern extraction for knowledge discovery
Owing to the space–air–ground integrated networks (SAGIN), seaborne ship** has
attracted increasing interest in the research on the motion behavior knowledge extraction …
attracted increasing interest in the research on the motion behavior knowledge extraction …
Traffic pattern mining and forecasting technologies in maritime traffic service networks: A comprehensive survey
Z **-global-ship**-density-from-ais-data/AF6BE98CFFDE5D8E7C7466A708F4E7D1" data-clk="hl=es&sa=T&ct=res&cd=5&d=4382048862574489997&ei=FAy7Z92LB9elieoPwouE4QE" data-clk-atid="jTEoMjkq0DwJ" target="_blank">Map** global ship** density from AIS data
Map** global ship** density, including vessel density and traffic density, is important to
reveal the distribution of ships and traffic. The Automatic Identification System (AIS) is an …
reveal the distribution of ships and traffic. The Automatic Identification System (AIS) is an …
Maritime anomaly detection within coastal waters based on vessel trajectory clustering and Naïve Bayes Classifier
R Zhen, Y **, Q Hu, Z Shao, N Nikitakos - The Journal of Navigation, 2017 - cambridge.org
Maritime anomaly detection is a key technique in intelligent vessel traffic surveillance
systems and implementation of maritime situational awareness. In this paper, we propose a …
systems and implementation of maritime situational awareness. In this paper, we propose a …
WODIS: Water obstacle detection network based on image segmentation for autonomous surface vehicles in maritime environments
X Chen, Y Liu, K Achuthan - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
A reliable obstacle detection system is crucial for autonomous surface vehicles (ASVs) to
realize fully autonomous navigation with no need of human intervention. However, the …
realize fully autonomous navigation with no need of human intervention. However, the …
AIS-based vessel trajectory prediction
S Hexeberg, AL Flåten, EF Brekke - 2017 20th international …, 2017 - ieeexplore.ieee.org
In order for autonomous surface vessels (ASVs) to avoid collisions at sea it is necessary to
predict the future trajectories of surrounding vessels. This paper investigate the use of …
predict the future trajectories of surrounding vessels. This paper investigate the use of …
[HTML][HTML] Probabilistic maritime trajectory prediction in complex scenarios using deep learning
KA Sørensen, P Heiselberg, H Heiselberg - Sensors, 2022 - mdpi.com
Maritime activity is expected to increase, and therefore also the need for maritime
surveillance and safety. Most ships are obligated to identify themselves with a transponder …
surveillance and safety. Most ships are obligated to identify themselves with a transponder …