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Spatio-temporal prediction and reconstruction network for video anomaly detection

The existing anomaly detection methods can be divided into two popular models based on reconstruction or future frame prediction. Due to the strong learning capacity, reconstruction approach can hardly generate significant reconstruction errors for anomalies, whereas future frame prediction approach...

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Detalles Bibliográficos
Autores principales: Liu, Ting, Zhang, Chengqing, Niu, Xiaodong, Wang, Liming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9135234/
https://www.ncbi.nlm.nih.gov/pubmed/35617331
http://dx.doi.org/10.1371/journal.pone.0265564