Light-Weight Classification of Human Actions in Video with Skeleton-Based Features

An approach to human action classification in videos is presented, based on knowledge-aware initial features extracted from human skeleton data and on further processing by convolutional networks. The proposed smart tracking of skeleton joints, approximation of missing joints and normalization of sk...

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Bibliographic Details
Main Authors: Włodzimierz Kasprzak, Bartłomiej Jankowski
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Electronics
Subjects:
Online Access:https://www.mdpi.com/2079-9292/11/14/2145

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