Comparing autoencoder-based approaches for anomaly detection in highway driving scenario images

Abstract Autoencoder-based anomaly detection approaches can be used for precluding scope compliance failures of the automotive perception. However, the applicability of these approaches for the automotive domain should be thoroughly investigated. We study the capability of two autoencoder-based appr...

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Bibliographic Details
Main Authors: Vasilii Mosin, Miroslaw Staron, Yury Tarakanov, Darko Durisic
Format: Article
Language:English
Published: Springer 2022-11-01
Series:SN Applied Sciences
Subjects:
Online Access:https://doi.org/10.1007/s42452-022-05160-3