Unsupervised abnormal track detection method based on GRU-VAE

Aiming at the problem of ship behavior anomaly detection based on massive track data without behavior pattern label, an unsupervised track anomaly detection method based on GRU-VAE model is proposed. The abnormal behavior of the target is found by detecting track anomaly, which is implemented in two...

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Bibliographic Details
Main Author: LI Lei, ZHANG Jing, OUYANG Qicheng, ZHOU Mingkang
Format: Article
Language:zho
Published: Editorial Office of Command Control and Simulation 2023-10-01
Series:Zhihui kongzhi yu fangzhen
Subjects:
Online Access:https://www.zhkzyfz.cn/fileup/1673-3819/PDF/1673-3819(2023)05-0051-14.pdf