This work deals with the design of an interactive monitoring tool for home-based physical rehabilitation. The software platform includes a video processing stage and the exercise performance evaluation. Image features are extracted by a Kinect v2 sensor and elaborated to return the exercises score. Furthermore the tool provides to physiotherapists a quantitative exercise evaluation of subject's performances. The proposed tool for home rehabilitation has been tested on 5 subjects and 5 different exercises and results are presented. In particular both exercises and relative evaluation indexes were selected by specialists in neurorehabilitation.

A tool for home-based rehabilitation allowing for clinical evaluation in a visual markerless scenario / Capecci, Marianna; Ceravolo, MARIA GABRIELLA; D'Orazio, F.; Ferracuti, F.; Iarlori, S.; Lazzaro, G.; Longhi, Sauro; Romeo, L.; Verdini, Federica. - ELETTRONICO. - 2015-:(2015), pp. 8034-8037. (Intervento presentato al convegno 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015 tenutosi a MiCo Center, Milano Congressi Center, ita nel 2015) [10.1109/EMBC.2015.7320257].

A tool for home-based rehabilitation allowing for clinical evaluation in a visual markerless scenario

CAPECCI, Marianna;CERAVOLO, MARIA GABRIELLA;Ferracuti, F.;LONGHI, SAURO;Romeo, L.;VERDINI, Federica
2015-01-01

Abstract

This work deals with the design of an interactive monitoring tool for home-based physical rehabilitation. The software platform includes a video processing stage and the exercise performance evaluation. Image features are extracted by a Kinect v2 sensor and elaborated to return the exercises score. Furthermore the tool provides to physiotherapists a quantitative exercise evaluation of subject's performances. The proposed tool for home rehabilitation has been tested on 5 subjects and 5 different exercises and results are presented. In particular both exercises and relative evaluation indexes were selected by specialists in neurorehabilitation.
2015
9781424492718
9781424492718
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11566/234690
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