A Method for LSTM-Based Trajectory Modeling and Abnormal Trajectory Detection

A Method for LSTM-Based Trajectory Modeling and Abnormal Trajectory Detection

Nowadays, massive data has been brought by the rapid development of technology. When finding whether trajectory to be detected is abnormal under the premise of given normal trajectories, we innovatively propose 1) Seq2Seq model based on LSTM prediction network for trajectory modelling (SL-Modelling)...

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Bibliographic Details
Main Authors: Yufan Ji, Lunwen Wang, Weilu Wu, Hao Shao, Yanqing Feng
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
LSTM prediction network
trajectory modelling
abnormal trajectory detection
spatio-temporal information
semantic information
Online Access:https://ieeexplore.ieee.org/document/9102317/

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