Pubblicazione scientifica

An Objective Evaluation Method for Rehabilitation Exergames

FILONE TECNOLOGICO	TEMA
produzione e cattura

RIASSUNTO

The aim of this work is to objectively evaluate the performance of patients using a virtual rehabilitation system called MIRA. MIRA is a software platform which converts conventional therapeutic exercises into games, enabling the user to practice the given exercise by playing a game. The system includes a motion sensor to track and capture user's movements. Our assessment of the performance quality is based on the recorded trajectories of the human skeleton joints. We employ two different machine learning approaches, dynamic time warping (DTW) and hidden Markov modeling (HMM), both widely used for gesture recognition, to compare the user's performance with that of a reference as ground truth.

DATA

Data di pubblicazione: 01/08/2018

AUTORI

REZA HAGHIGHI OSGOUEI
DAVID SOULSBV
FERNANDO BELLO

ENTE DI AFFERENZA

DEPT SURGERY & CANCER IMPERIAL COLLEGE LONDON LONDON UK
ACUTE TEAM LEAD PAEDIATRIC PHYSIOTHERAPIST CHELSEA & WESTMINSTER HOSPITAL LONDON UK

RIVISTA

2018 IEEE Games, Entertainment, Media Conference (GEM) (Page(s): 28-34)

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