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Anomaly Detection in Videos Using Two-Stream Autoencoder with Post Hoc Interpretability

The growing interest in deep learning approaches to video surveillance raises concerns about the accuracy and efficiency of neural networks. However, fast and reliable detection of abnormal events is still a challenging work. Here, we introduce a two-stream approach that offers an autoencoder-based...

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Detalles Bibliográficos
Autores principales: Feng, Jiangfan, Liang, Yukun, Li, Lin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8331293/
https://www.ncbi.nlm.nih.gov/pubmed/34354745
http://dx.doi.org/10.1155/2021/7367870