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Human Interaction Classification in Sliding Video Windows Using Skeleton Data Tracking and Feature Extraction †

A “long short-term memory” (LSTM)-based human activity classifier is presented for skeleton data estimated in video frames. A strong feature engineering step precedes the deep neural network processing. The video was analyzed in short-time chunks created by a sliding window. A fixed number of video...

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Detalles Bibliográficos
Autores principales: Puchała, Sebastian, Kasprzak, Włodzimierz, Piwowarski, Paweł
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10384121/
https://www.ncbi.nlm.nih.gov/pubmed/37514573
http://dx.doi.org/10.3390/s23146279