Skip to main content

2017 | OriginalPaper | Buchkapitel

Assessment of Microsoft Kinect in the Monitoring and Rehabilitation of Stroke Patients

verfasst von : João Abreu, Sérgio Rebelo, Hugo Paredes, João Barroso, Paulo Martins, Arsénio Reis, Eurico Vasco Amorim, Vítor Filipe

Erschienen in: Recent Advances in Information Systems and Technologies

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Telerehabilitation is an alternative way for physical therapy of stroke patients. The monitoring and correction of exercises can be done through the analysis of body movements recorded by an optical motion capture system. This paper presents a first study to assess the use of Microsoft Kinect in the monitoring and rehabilitation of patients who have suffered a stroke. A comparative study was carried out to assess the accuracy of joint angle measurement with the Microsoft Kinect (for Windows and for Xbox One) and Optitrack™. The results obtained in the first experiment showed a good agreement in the measurements between the three systems, in almost all movements. These results suggest that Microsoft Kinect, a low cost and markerless motion capture system, can be considered as an alternative to complex and high cost motion capture devices for the monitoring and rehabilitation of stroke patients.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Saini, S., et al.: A low-cost game framework for a home-based stroke rehabilitation system, Universiti Teknologi Petronas, pp. 55–56. IEEE (2012) Saini, S., et al.: A low-cost game framework for a home-based stroke rehabilitation system, Universiti Teknologi Petronas, pp. 55–56. IEEE (2012)
2.
Zurück zum Zitat Cappozzo, A., et al.: Position and orientation in space of bones during movement: anatomical frame definition and determination. Clin. Biomech. 10(4), 171–178 (1995)CrossRef Cappozzo, A., et al.: Position and orientation in space of bones during movement: anatomical frame definition and determination. Clin. Biomech. 10(4), 171–178 (1995)CrossRef
3.
Zurück zum Zitat Frigo, C., et al.: Functionally oriented and clinically feasible quantitative gait analysis method. Med. Biol. Eng. Comput. 36(2), 179–185 (1998)CrossRef Frigo, C., et al.: Functionally oriented and clinically feasible quantitative gait analysis method. Med. Biol. Eng. Comput. 36(2), 179–185 (1998)CrossRef
4.
Zurück zum Zitat Baenan, F.A., et al.: Biomechanical validation of upper-body and lower-body joint movements of Kinect motion capture data for rehabilitation treatments, p. 656. IEEE (2012) Baenan, F.A., et al.: Biomechanical validation of upper-body and lower-body joint movements of Kinect motion capture data for rehabilitation treatments, p. 656. IEEE (2012)
5.
Zurück zum Zitat Thame, A.C.F., et al.: The Upper limb functional rehabilitation of spastic patients post stroke, Universidade de Sorocaba, pp. 179–181. IEEE (2010) Thame, A.C.F., et al.: The Upper limb functional rehabilitation of spastic patients post stroke, Universidade de Sorocaba, pp. 179–181. IEEE (2010)
6.
Zurück zum Zitat Alankus, G., Lazar, A., May, M., Kelleher, C.: Towards customizable “games for stroke rehabilitation”, pp. 2113–2122. In: CHI 2010, Atlanta, Georgia, USA (2010) Alankus, G., Lazar, A., May, M., Kelleher, C.: Towards customizable “games for stroke rehabilitation”, pp. 2113–2122. In: CHI 2010, Atlanta, Georgia, USA (2010)
7.
Zurück zum Zitat Burke, J.W., McNeill, M.D., Charles, D.K., Morrow, P.J., Crosbie, J.H., McDonough, S.M.: Optimising engagement for stroke rehabilitation using serious games. Vis. Comput. 25(12), 1085–1099 (2009)CrossRef Burke, J.W., McNeill, M.D., Charles, D.K., Morrow, P.J., Crosbie, J.H., McDonough, S.M.: Optimising engagement for stroke rehabilitation using serious games. Vis. Comput. 25(12), 1085–1099 (2009)CrossRef
8.
Zurück zum Zitat Antón, D., et al.: KiReS: a Kinect-based telerehabilitation system, pp. 457–458. IEEE (2013) Antón, D., et al.: KiReS: a Kinect-based telerehabilitation system, pp. 457–458. IEEE (2013)
9.
Zurück zum Zitat Roy, A.K., Soni, Y., Dubey, S.: Enhancing effectiveness of motor rehabilitation using Kinect motion sensing technology, pp. 298–301 (2013) Roy, A.K., Soni, Y., Dubey, S.: Enhancing effectiveness of motor rehabilitation using Kinect motion sensing technology, pp. 298–301 (2013)
10.
Zurück zum Zitat Fernández-Baena, A., et al.: Biomechanical validation of upper-body and lower-body joint movements of Kinect motion capture data for rehabilitation treatments, pp. 4–6 (2012) Fernández-Baena, A., et al.: Biomechanical validation of upper-body and lower-body joint movements of Kinect motion capture data for rehabilitation treatments, pp. 4–6 (2012)
12.
Zurück zum Zitat Gonzalez-Jorge, H., et al.: Metrological comparison between Kinect I and Kinect II sensors. Measurement 70, 22–23 (2015)CrossRef Gonzalez-Jorge, H., et al.: Metrological comparison between Kinect I and Kinect II sensors. Measurement 70, 22–23 (2015)CrossRef
15.
Zurück zum Zitat Wu, G., Siegler, S., Allard, P., Kirtley, C., Leardini, A., Rosenbaum, D., et al., Stan dardization and Terminology Committee of the International Society of Biomechanics: ISB recommendation on definitions of joint coordinate system of various joints for the reporting of human joint motion – Part I: ankle, hip, and spine. International Society of Biomechanics. J. Biochem. 35(4), 543–548 (2002) Wu, G., Siegler, S., Allard, P., Kirtley, C., Leardini, A., Rosenbaum, D., et al., Stan dardization and Terminology Committee of the International Society of Biomechanics: ISB recommendation on definitions of joint coordinate system of various joints for the reporting of human joint motion – Part I: ankle, hip, and spine. International Society of Biomechanics. J. Biochem. 35(4), 543–548 (2002)
16.
Zurück zum Zitat Wu G., van der Helm, F.C., Veeger, H.E., Makhsous, M., Van Roy, P., Anglin, C., et al., International Society of Biomechanics: ISB recommendation on definitions of joint coordinate systems of various joints for the reporting of human joint motion – Part II: shoulder, elbow, wrist and hand. J. Biochem. 38(5), 981–992 (2005) Wu G., van der Helm, F.C., Veeger, H.E., Makhsous, M., Van Roy, P., Anglin, C., et al., International Society of Biomechanics: ISB recommendation on definitions of joint coordinate systems of various joints for the reporting of human joint motion – Part II: shoulder, elbow, wrist and hand. J. Biochem. 38(5), 981–992 (2005)
17.
Zurück zum Zitat Bonnechère, B., et al.: Validity and reliability of the Kinect within functional assessment activities: comparison with standard stereophotogrammetry. Gait Posture 39, 594–596 (2014)CrossRef Bonnechère, B., et al.: Validity and reliability of the Kinect within functional assessment activities: comparison with standard stereophotogrammetry. Gait Posture 39, 594–596 (2014)CrossRef
18.
Zurück zum Zitat Clark, R.A., et al.: Validity of the Microsoft Kinect for assessment of postural control. Gait Posture 36, 373–375 (2012)CrossRef Clark, R.A., et al.: Validity of the Microsoft Kinect for assessment of postural control. Gait Posture 36, 373–375 (2012)CrossRef
19.
Zurück zum Zitat Fernández-Baena, A., et al.: Biomechanical validation of upper-body and lower-body joint movements of Kinect motion capture data for rehabilitation treatments (2012) Fernández-Baena, A., et al.: Biomechanical validation of upper-body and lower-body joint movements of Kinect motion capture data for rehabilitation treatments (2012)
20.
Zurück zum Zitat Duan, Z., et al.: Evaluation of Kinect as an analysis tool for kinematic variables of shoulder and spine motions. J. Med. Res. Dev. 4(4), 35–41 (2015)MathSciNetCrossRef Duan, Z., et al.: Evaluation of Kinect as an analysis tool for kinematic variables of shoulder and spine motions. J. Med. Res. Dev. 4(4), 35–41 (2015)MathSciNetCrossRef
21.
Zurück zum Zitat Choppin, S., Lane, B., Wheat, J.: The accuracy of the Microsoft Kinect in joint angle measurement. Sports Technol. 7(1–2), 98–105 (2014)CrossRef Choppin, S., Lane, B., Wheat, J.: The accuracy of the Microsoft Kinect in joint angle measurement. Sports Technol. 7(1–2), 98–105 (2014)CrossRef
Metadaten
Titel
Assessment of Microsoft Kinect in the Monitoring and Rehabilitation of Stroke Patients
verfasst von
João Abreu
Sérgio Rebelo
Hugo Paredes
João Barroso
Paulo Martins
Arsénio Reis
Eurico Vasco Amorim
Vítor Filipe
Copyright-Jahr
2017
DOI
https://doi.org/10.1007/978-3-319-56538-5_18