HMMs and LSTMs for On-line Gesture Recognition on the Stylaero Board : Evaluating and Comparing Two Methods

In this thesis, methods of implementing an online gesture recognition system for the novel Stylaero Board device are investigated. Two methods are evaluated - one based on LSTMs and one based on HMMs - on three kinds of gestures: Tap, circle, and flick motions. A method’s performance was measured in...

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Bibliographic Details
Main Author: Sibelius Parmbäck, Sebastian
Format: Others
Language:English
Published: Linköpings universitet, Artificiell intelligens och integrerade datorsystem 2019
Subjects:
HMM
AI
GR
ML
ANN
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-162237