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.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
