BERT for Activity Recognition Using Sequences of Skeleton Features and Data Augmentation with GAN

BERT for Activity Recognition Using Sequences of Skeleton Features and Data Augmentation with GAN

Recently, the scientific community has placed great emphasis on the recognition of human activity, especially in the area of health and care for the elderly. There are already practical applications of activity recognition and unusual conditions that use body sensors such as wrist-worn devices or ne...

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Bibliographic Details
Main Authors: Heilym Ramirez, Sergio A. Velastin, Sara Cuellar, Ernesto Fabregas, Gonzalo Farias
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Sensors
Subjects:
activity recognition
human skeleton
pose estimation
BERT
computer vision
Online Access:https://www.mdpi.com/1424-8220/23/3/1400

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