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Video Action Recognition Using Motion and Multi-View Excitation with Temporal Aggregation

Spatiotemporal and motion feature representations are the key to video action recognition. Typical previous approaches are to utilize 3D CNNs to cope with both spatial and temporal features, but they suffer from huge computations. Other approaches are to utilize (1+2)D CNNs to learn spatial and temp...

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Detalles Bibliográficos
Autores principales: Joefrie, Yuri Yudhaswana, Aono, Masaki
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9689149/
https://www.ncbi.nlm.nih.gov/pubmed/36421524
http://dx.doi.org/10.3390/e24111663