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2017 | OriginalPaper | Buchkapitel

Gesture Controlled Hospital Beds for Home Care

verfasst von : S. Fudickar, J. Flessner, N. Volkening, E.-E. Steen, M. Isken, A. Hein

Erschienen in: Ambient Assisted Living

Verlag: Springer International Publishing

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Abstract

This article introduces a gesture-based user interface for hospital beds. This interface enables caregivers to focus on their patients and have both hands available for mobilizing and transferring them. Gestures are detected either via static (96% sensitivity) or dynamic gestures (67.5% sensitivity) and might be corrected by an extra repetition. Once gestures are correctly detected, caregivers can trigger bed movements via a foot switch as a hands-free operation, which as well functions as a dead man button. The evaluation of the usability through interviews with caregivers highlighted the system’s general applicability, but as well some future challenges that have to be solved in order to achieve a system for every-day use.

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Literatur
1.
Zurück zum Zitat Bradski, G.: OpenCV. Dr. Dobb’s J. Softw. Tools (2000) Bradski, G.: OpenCV. Dr. Dobb’s J. Softw. Tools (2000)
2.
Zurück zum Zitat Celebi, S., Aydin, A.S., Temiz, T.T., Arici, T.: Gesture recognition using skeleton data with weighted dynamic time warping. In: Battiato, S., Braz, J. (eds.) VISAPP 2013—Proceedings of the International Conference on Computer Vision Theory and Applications, vol. 1, Barcelona, Spain, 21–24 February 2013, pp. 620–625 (2013) Celebi, S., Aydin, A.S., Temiz, T.T., Arici, T.: Gesture recognition using skeleton data with weighted dynamic time warping. In: Battiato, S., Braz, J. (eds.) VISAPP 2013—Proceedings of the International Conference on Computer Vision Theory and Applications, vol. 1, Barcelona, Spain, 21–24 February 2013, pp. 620–625 (2013)
3.
Zurück zum Zitat Dhawan, A., Honrao, V.: Implementation of hand detection based techniques for human computer interaction. Int. J. Comput. Appl. 72(17) (2013) Dhawan, A., Honrao, V.: Implementation of hand detection based techniques for human computer interaction. Int. J. Comput. Appl. 72(17) (2013)
4.
Zurück zum Zitat Gallo, L., Placitelli, A., Ciampi, M.: Controller-free exploration of medical image data: experiencing the kinect. In: 2011 24th International Symposium on Computer-Based Medical Systems (CBMS), pp. 1–6 (2011). doi:10.1109/CBMS.2011.5999138 Gallo, L., Placitelli, A., Ciampi, M.: Controller-free exploration of medical image data: experiencing the kinect. In: 2011 24th International Symposium on Computer-Based Medical Systems (CBMS), pp. 1–6 (2011). doi:10.​1109/​CBMS.​2011.​5999138
7.
Zurück zum Zitat Karam, M.: A Framework for Gesture-Based Human Computer Interactions. VDM Verlag, Saarbrücken (2009) Karam, M.: A Framework for Gesture-Based Human Computer Interactions. VDM Verlag, Saarbrücken (2009)
9.
Zurück zum Zitat Keskin, C., Kra, F., Kara, Y., Akarun, L.: Real time hand pose estimation using depth sensors. In: Fossati, A., Gall, J., Grabner, H., Ren, X., Konolige, K. (eds.) Consumer depth cameras for computer vision, advances in computer vision and pattern recognition, pp. 119–137. Springer, London (2013). doi:10.1007/978-1-4471-4640-7_7 Keskin, C., Kra, F., Kara, Y., Akarun, L.: Real time hand pose estimation using depth sensors. In: Fossati, A., Gall, J., Grabner, H., Ren, X., Konolige, K. (eds.) Consumer depth cameras for computer vision, advances in computer vision and pattern recognition, pp. 119–137. Springer, London (2013). doi:10.​1007/​978-1-4471-4640-7_​7
11.
Zurück zum Zitat Liwicki, S., Everingham, M.: Automatic recognition of finger spelled words in british sign language. In: Proceedings of the 2nd IEEE Workshop on CVPR for Human Communicative Behavior Analysis (CVPR4HB’09). In conjunction with CVPR2009, pp. 50–57. IEEE Computer Society, Los Alamitos, CA, USA (2009) Liwicki, S., Everingham, M.: Automatic recognition of finger spelled words in british sign language. In: Proceedings of the 2nd IEEE Workshop on CVPR for Human Communicative Behavior Analysis (CVPR4HB’09). In conjunction with CVPR2009, pp. 50–57. IEEE Computer Society, Los Alamitos, CA, USA (2009)
15.
Zurück zum Zitat Park, S., Yu, S., Kim, J., Kim, S., Lee, S.: 3d hand tracking using kalman filter in depth space. EURASIP J. Adv. Signal Proces. 2012(1), 36 (2012). doi:10.1186/1687-6180-2012-36 Park, S., Yu, S., Kim, J., Kim, S., Lee, S.: 3d hand tracking using kalman filter in depth space. EURASIP J. Adv. Signal Proces. 2012(1), 36 (2012). doi:10.​1186/​1687-6180-2012-36
16.
Zurück zum Zitat Pham, C.H., Le, Q.K., Le, T.H.: Human action recognition using dynamic time warping and voting algorithm. VNU J. Sci. Comput. Sci. Commun. Eng. 30(3), 22–30 (2014) Pham, C.H., Le, Q.K., Le, T.H.: Human action recognition using dynamic time warping and voting algorithm. VNU J. Sci. Comput. Sci. Commun. Eng. 30(3), 22–30 (2014)
17.
Zurück zum Zitat Pohl, C.: Der zukünftige Bedarf an Pflegearbeitskräften in Deutschland: Modellrechnungen für die Bundesländer bis zum Jahr 2020. Comparative Population Studies—Zeitschrift für Bevölkerungswissenschaft 35(2), 357–378 (2010) Pohl, C.: Der zukünftige Bedarf an Pflegearbeitskräften in Deutschland: Modellrechnungen für die Bundesländer bis zum Jahr 2020. Comparative Population Studies—Zeitschrift für Bevölkerungswissenschaft 35(2), 357–378 (2010)
18.
Zurück zum Zitat Preim, B., Dachselt, R.: Interaktive Systeme: Band 2: User Interface Engineering, 3D-Interaktion, Natural User Interfaces, vol. 2. Springer Vieweg (2015). doi:10.1007/978-3-642-45247-5 Preim, B., Dachselt, R.: Interaktive Systeme: Band 2: User Interface Engineering, 3D-Interaktion, Natural User Interfaces, vol. 2. Springer Vieweg (2015). doi:10.​1007/​978-3-642-45247-5
19.
Zurück zum Zitat Quigley, M., Conley, K., Gerkey, B., Faust, J., Foote, T.B., Leibs, J., Wheeler, R., Ng, A.Y.: ROS: an open-source robot operating system. In: ICRA Workshop on Open Source Software (2009) Quigley, M., Conley, K., Gerkey, B., Faust, J., Foote, T.B., Leibs, J., Wheeler, R., Ng, A.Y.: ROS: an open-source robot operating system. In: ICRA Workshop on Open Source Software (2009)
20.
Zurück zum Zitat Rautaray, S., Agrawal, A.: Vision based hand gesture recognition for human computer interaction: a survey. Artif. Intell. Rev. 43(1), 1–54 (2015). doi:10.1007/s10462-012-9356-9 Rautaray, S., Agrawal, A.: Vision based hand gesture recognition for human computer interaction: a survey. Artif. Intell. Rev. 43(1), 1–54 (2015). doi:10.​1007/​s10462-012-9356-9
21.
Zurück zum Zitat Rehrl, T., Blume, J., Bannat, A., Rigoll, G., Wallhoff, F.: On-line learning of dynamic gestures for human-robot interaction. In: 35th German Conference on Artificial Intelligence, KI 2012, Saarbrücken, Germany (2012) Rehrl, T., Blume, J., Bannat, A., Rigoll, G., Wallhoff, F.: On-line learning of dynamic gestures for human-robot interaction. In: 35th German Conference on Artificial Intelligence, KI 2012, Saarbrücken, Germany (2012)
22.
Zurück zum Zitat Ren, Y., Zhang, F.: Hand gesture recognition based on meb-svm. In: International Conference on Embedded Software and Systems, 2009. ICESS ’09, pp. 344–349 (2009). doi:10.1109/ICESS.2009.21 Ren, Y., Zhang, F.: Hand gesture recognition based on meb-svm. In: International Conference on Embedded Software and Systems, 2009. ICESS ’09, pp. 344–349 (2009). doi:10.​1109/​ICESS.​2009.​21
23.
Zurück zum Zitat Ren, Z., Yuan, J., Zhang, Z.: Robust hand gesture recognition based on finger-earth mover’s distance with a commodity depth camera. In: Proceedings of the 19th ACM International Conference on Multimedia, MM ’11, pp. 1093–1096. ACM, New York (2011). doi:10.1145/2072298.2071946 Ren, Z., Yuan, J., Zhang, Z.: Robust hand gesture recognition based on finger-earth mover’s distance with a commodity depth camera. In: Proceedings of the 19th ACM International Conference on Multimedia, MM ’11, pp. 1093–1096. ACM, New York (2011). doi:10.​1145/​2072298.​2071946
24.
26.
Zurück zum Zitat Suzuki, S., Abe, K.: Topological structural analysis of digitized binary images by border following. CVGIP—Graph. Mod. Image Proces. 30(1), 32–46 (1985) Suzuki, S., Abe, K.: Topological structural analysis of digitized binary images by border following. CVGIP—Graph. Mod. Image Proces. 30(1), 32–46 (1985)
27.
Zurück zum Zitat Trigueiros, P., Ribeiro, F., Reis, L.: Hand gesture recognition for human computer interaction: a comparative study of different image features. In: Filipe, J., Fred, A. (eds.) Agents and Artificial Intelligence, Communications in Computer and Information Science, vol. 449, pp. 162–178. Springer, Berlin (2014). doi:10.1007/978-3-662-44440-5_10 Trigueiros, P., Ribeiro, F., Reis, L.: Hand gesture recognition for human computer interaction: a comparative study of different image features. In: Filipe, J., Fred, A. (eds.) Agents and Artificial Intelligence, Communications in Computer and Information Science, vol. 449, pp. 162–178. Springer, Berlin (2014). doi:10.​1007/​978-3-662-44440-5_​10
28.
Zurück zum Zitat Wahl, F.M.: Digitale Bildsignalverarbeitung: Grundlagen, Verfahren. Springer, Beispiele (1984)CrossRef Wahl, F.M.: Digitale Bildsignalverarbeitung: Grundlagen, Verfahren. Springer, Beispiele (1984)CrossRef
29.
Zurück zum Zitat Winther, B., McCue, K., Ashe, K., Rubino, J., Hendley, O.: Contamination of environmental surfaces during normal daily activities of hotel guests with rhinovirus colds. In: 46th Annual ICAAC—Interscience Conference on Antimicrobial Agents and Chemotherapy, September 27–30, 2006, San Francisco (2006) Winther, B., McCue, K., Ashe, K., Rubino, J., Hendley, O.: Contamination of environmental surfaces during normal daily activities of hotel guests with rhinovirus colds. In: 46th Annual ICAAC—Interscience Conference on Antimicrobial Agents and Chemotherapy, September 27–30, 2006, San Francisco (2006)
Metadaten
Titel
Gesture Controlled Hospital Beds for Home Care
verfasst von
S. Fudickar
J. Flessner
N. Volkening
E.-E. Steen
M. Isken
A. Hein
Copyright-Jahr
2017
DOI
https://doi.org/10.1007/978-3-319-52322-4_7

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