Convolutional Neural Networks for Human Activity Recognition Using Body-Worn Sensors

Moya Rueda, Fernando; Grzeszick, René; A. Fink, Gernot; Feldhorst, Sascha; ten Hompel, Michael

doi:10.3390/informatics5020026

Public

Convolutional Neural Networks for Human Activity Recognition Using Body-Worn Sensors

Published in Informatics • May 25, 2018

Authors:

Fernando Moya Rueda

René Grzeszick

Gernot A. Fink

Abstract

Human activity recognition (HAR) is a classification task for recognizing human movements. Methods of HAR are of great interest as they have become tools for measuring occurrences and durations of human actions, which are the basis of smart assistive technologies and manual processes analysis. Recen...

Subject

Computer science

Convolutional neural network

Activity recognition

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