Skip to main content

2017 | OriginalPaper | Buchkapitel

Posture Analysis and Evaluation for Modeling in Elderly Adults

verfasst von : Yumiko Muto, Makoto Sugou, Kaede Tsumurai, Honami Ito, Yuichiro Hosono, Takeshi Muto

Erschienen in: Human-Computer Interaction. User Interface Design, Development and Multimodality

Verlag: Springer International Publishing

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

search-config
loading …

Abstract

In this study, from the viewpoints of enhancing communication of elderly people, we suggest a model to estimate the distortion value of the human body caused by aging as a new index of aging, which is “distortion age,” measured using the robotic “DOCTOR’S EYE”, which is equipped with Kinect. As a result, we found a more significant difference of the distortion in the front–back direction of elderly participants between standing and walking than in the distortion of young participants. We also determined the necessity of measuring the difference for a precise evaluation of the distortion and the effectiveness of the easy measurement method of distortion during walking, such as Kinect. In addition, as the results of the analysis of the relationship between the aging and the distortion, we found the two kinds of positive correlations between age of the elderly participants and the horizontal distance between the positions of the head and shoulder, and between age and the value of differences between the horizontal distances of standing and walking. Finally, based on these two correlations, we proposed the model to estimate the distortion age of elderly people for engineering applications, such as installment of the DOCTOR’S EYE.

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
4.
Zurück zum Zitat Clark, R.A., Vernon, S., Mentiplay, B.F., Miller, K.J., McGinley, J.L., Pua, Y.H., Paterson, K., Bower, K.J.: Instrumenting gait assessment using the Kinect in people living with stroke: reliability and association with balance tests. J. Neuroeng. Rehabil. 12, 12–15 (2015). doi:10.1186/s12984-015-0006-8 CrossRef Clark, R.A., Vernon, S., Mentiplay, B.F., Miller, K.J., McGinley, J.L., Pua, Y.H., Paterson, K., Bower, K.J.: Instrumenting gait assessment using the Kinect in people living with stroke: reliability and association with balance tests. J. Neuroeng. Rehabil. 12, 12–15 (2015). doi:10.​1186/​s12984-015-0006-8 CrossRef
5.
6.
Zurück zum Zitat Kitsunezaki, N., Adachi, E., Masuda, T., Mizusawa, J.: KINECT applications for the physical rehabilitation. In: Proceedings of Medical Measurements and Applications (MeMeA 2013), 6 p. (2013). doi:10.1109/MeMeA.2013.6549755 Kitsunezaki, N., Adachi, E., Masuda, T., Mizusawa, J.: KINECT applications for the physical rehabilitation. In: Proceedings of Medical Measurements and Applications (MeMeA 2013), 6 p. (2013). doi:10.​1109/​MeMeA.​2013.​6549755
7.
Zurück zum Zitat Adachi, H., Nakayama, E., Sugo, M., Mizusawa, J.: Real time measurement of large joints from 3D co-ordinates using KINECT. IEICE technical report, MBE2014-32, pp. 25–29 (2014) Adachi, H., Nakayama, E., Sugo, M., Mizusawa, J.: Real time measurement of large joints from 3D co-ordinates using KINECT. IEICE technical report, MBE2014-32, pp. 25–29 (2014)
8.
Zurück zum Zitat Adachi, H., Nakayama, E., Sugo, M., Mizusawa, J.: Walking data acquisition using KINECT mounting robot. IEICE technical report, MICT2014-50, pp. 25–30 (2014) Adachi, H., Nakayama, E., Sugo, M., Mizusawa, J.: Walking data acquisition using KINECT mounting robot. IEICE technical report, MICT2014-50, pp. 25–30 (2014)
9.
Zurück zum Zitat Adachi, H., Adachi, E.: Using KINECT to measure joint movement for standing up and sitting down. In: Proceedings of the 9th International Symposium on Medical Information and Communication Technology (ISMICT 2015), 5 p. (2015). doi:10.1109/ISMICT.2015.7107500 Adachi, H., Adachi, E.: Using KINECT to measure joint movement for standing up and sitting down. In: Proceedings of the 9th International Symposium on Medical Information and Communication Technology (ISMICT 2015), 5 p. (2015). doi:10.​1109/​ISMICT.​2015.​7107500
10.
Zurück zum Zitat Otte, K., Kayser, B., Mansow-Model, S., Verrel, J., Paul, F., Brandt, A.U., Schmitz-Hübsch, T.: Accuracy and reliability of the Kinect Version 2 for clinical measurement of motor function. PLoS ONE 11(11), 17 (2016). doi:10.1371/journal.pone.0166532 CrossRef Otte, K., Kayser, B., Mansow-Model, S., Verrel, J., Paul, F., Brandt, A.U., Schmitz-Hübsch, T.: Accuracy and reliability of the Kinect Version 2 for clinical measurement of motor function. PLoS ONE 11(11), 17 (2016). doi:10.​1371/​journal.​pone.​0166532 CrossRef
11.
Zurück zum Zitat Mentiplay, B.F., Perraton, L.G., Bower, K.J., Pua, Y.H., McGaw, R., Heywood, S., Clark, R.A.: Gait assessment using the Microsoft Xbox One Kinect: concurrent validity and inter-day reliability of spatiotemporal and kinematic variables. J. Biomech. 48(10), 2166–2170 (2015). doi:10.1016/j.jbiomech.2015.05.021 CrossRef Mentiplay, B.F., Perraton, L.G., Bower, K.J., Pua, Y.H., McGaw, R., Heywood, S., Clark, R.A.: Gait assessment using the Microsoft Xbox One Kinect: concurrent validity and inter-day reliability of spatiotemporal and kinematic variables. J. Biomech. 48(10), 2166–2170 (2015). doi:10.​1016/​j.​jbiomech.​2015.​05.​021 CrossRef
13.
Zurück zum Zitat Kakuda, W., Abo, M.: Preventing falls: current status of falls and the preparedness action plan. Jikeikai Med. J. 123, 347–371 (2008) Kakuda, W., Abo, M.: Preventing falls: current status of falls and the preparedness action plan. Jikeikai Med. J. 123, 347–371 (2008)
14.
Zurück zum Zitat Hauer, K., Marburger, C., Oster, P.: Motor performance deteriorates with simultaneously performed cognitive tasks in geriatric patients. Arch. Phys. Med. Rehabil. 83(212), 217–223 (2002). doi:10.1053/apmr.2002.29613 CrossRef Hauer, K., Marburger, C., Oster, P.: Motor performance deteriorates with simultaneously performed cognitive tasks in geriatric patients. Arch. Phys. Med. Rehabil. 83(212), 217–223 (2002). doi:10.​1053/​apmr.​2002.​29613 CrossRef
15.
Zurück zum Zitat Yamada, M., Tanaka, B., Nagai, K., Aoyama, T., Ichihashi, N.: Rhythmic stepping exercise under cognitive conditions improves fall risk factors in community-dwelling older adults: preliminary results of a cluster-randomized controlled trial. Aging Mental Health 15(5), 647–653 (2011). doi:10.1080/13607863.2010.551341 CrossRef Yamada, M., Tanaka, B., Nagai, K., Aoyama, T., Ichihashi, N.: Rhythmic stepping exercise under cognitive conditions improves fall risk factors in community-dwelling older adults: preliminary results of a cluster-randomized controlled trial. Aging Mental Health 15(5), 647–653 (2011). doi:10.​1080/​13607863.​2010.​551341 CrossRef
16.
Zurück zum Zitat Yamada, M., Higuchi, T., Tanaka, B., Nagai, K., Uemura, K., Aoyama, T., Ichihashi, N.: Measurements of stepping accuracy in a multitarget stepping task as a potential indicator of fall risk in elderly adults. J. Gerontol. Biol. Sci. Med. Sci. 66(9), 994–1000 (2011). doi:10.1093/gerona/glr073 CrossRef Yamada, M., Higuchi, T., Tanaka, B., Nagai, K., Uemura, K., Aoyama, T., Ichihashi, N.: Measurements of stepping accuracy in a multitarget stepping task as a potential indicator of fall risk in elderly adults. J. Gerontol. Biol. Sci. Med. Sci. 66(9), 994–1000 (2011). doi:10.​1093/​gerona/​glr073 CrossRef
Metadaten
Titel
Posture Analysis and Evaluation for Modeling in Elderly Adults
verfasst von
Yumiko Muto
Makoto Sugou
Kaede Tsumurai
Honami Ito
Yuichiro Hosono
Takeshi Muto
Copyright-Jahr
2017
DOI
https://doi.org/10.1007/978-3-319-58071-5_38

Neuer Inhalt