Data Augmentation of Surface Electromyography for Hand Gesture Recognition

Data Augmentation of Surface Electromyography for Hand Gesture Recognition

The range of applications of electromyography-based gesture recognition has increased over the last years. A common problem regularly encountered in literature is the inadequate data availability. Data augmentation, which aims at generating new synthetic data from the existing ones, is the most comm...

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Bibliographic Details
Main Authors: Panagiotis Tsinganos, Bruno Cornelis, Jan Cornelis, Bart Jansen, Athanassios Skodras
Format: Article
Language:English
Published: MDPI AG 2020-08-01
Series:Sensors
Subjects:
electromyography
data augmentation
deep learning
CNN
sEMG
hand gesture recognition
Online Access:https://www.mdpi.com/1424-8220/20/17/4892

Internet

https://www.mdpi.com/1424-8220/20/17/4892

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