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A Feature-Trajectory-Smoothed High-Speed Model for Video Anomaly Detection

High-speed detection of abnormal frames in surveillance videos is essential for security. This paper proposes a new video anomaly–detection model, namely, feature trajectory–smoothed long short-term memory (FTS-LSTM). This model trains an LSTM autoencoder network to generate future frames on normal...

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Detalles Bibliográficos
Autores principales: Sun, Li, Wang, Zhiguo, Zhang, Yujin, Wang, Guijin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9921103/
https://www.ncbi.nlm.nih.gov/pubmed/36772652
http://dx.doi.org/10.3390/s23031612