Skip to main content
Top

2016 | OriginalPaper | Chapter

A Study of an Intention Communication Assisting System Using Eye Movement

Authors : Shogo Matsuno, Yuta Ito, Naoaki Itakura, Tota Mizuno, Kazuyuki Mito

Published in: Computers Helping People with Special Needs

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

In this paper, we propose a new intention communication assisting system that uses eye movement. The proposed method solves the problems associated with a conventional eye gaze input method. A hands-free input method that uses the behavior of the eye, including blinking and line of sight, has been used for assisting the intention communication of people with severe physical disabilities. In particular, a line-of-sight input device that uses eye gazes has been used extensively because of its intuitive operation. In addition, this device can be used by any patient, except those with weak eye. However, the eye gaze method has disadvantages such as a certain level of input time is required for determining the eye gaze input, or it is necessary to present the information for fixation when performing input. In order to solve these problems, we propose a new line-of-sight input method, eye glance input method. Eye glance input can be performed in four directions by detecting reciprocating movement (eye glance) in the oblique direction. Using the proposed method, it is possible to perform rapid environmental control with simple measurements. In addition, we developed an evaluation system using electrooculogram based on the proposed method. The evaluation system experimentally evaluated the input accuracy of 10 subjects. As a result, an average accuracy of approximately 84.82 % was determined, which confirms the effectiveness of the proposed method. In addition, we examined the application of the proposed method to actual intention communication assisting systems.

Dont have a licence yet? Then find out more about our products and how to get one now:

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!

Literature
1.
go back to reference Baljko, M., Tam, A.: Indirect text entry using one or two keys. In: Proceedings of 8th International ACM SIGACCESS Conference on Computer and Accessibility, pp. 18–25, October 2006 Baljko, M., Tam, A.: Indirect text entry using one or two keys. In: Proceedings of 8th International ACM SIGACCESS Conference on Computer and Accessibility, pp. 18–25, October 2006
2.
go back to reference Machkenzie, I.S.: The one-key challenge: searching for a fast one-key text entry method. In: Proceedings of 11th International ACM SIGACCESS Conference on Computers and Accessibility, pp. 91–98, October 2009 Machkenzie, I.S.: The one-key challenge: searching for a fast one-key text entry method. In: Proceedings of 11th International ACM SIGACCESS Conference on Computers and Accessibility, pp. 91–98, October 2009
3.
go back to reference Yamada, M., Fukuda, T.: Eye word processor (EWP) and peripheral controller for the ALS patient. Phys. Sci. Measur. Instrum. Manag. Educ. IEEE Proc. A 134(4), 328–330 (2008)CrossRef Yamada, M., Fukuda, T.: Eye word processor (EWP) and peripheral controller for the ALS patient. Phys. Sci. Measur. Instrum. Manag. Educ. IEEE Proc. A 134(4), 328–330 (2008)CrossRef
4.
go back to reference Mollenbach, E., Hansen, J.P., Lillholm, M., Gale, A.G.: Single stroke gaze gestures. In: CHI 2009 Extended Abstracts on Human Factors in Computing Systems, pp. 4555–4560, April 2009 Mollenbach, E., Hansen, J.P., Lillholm, M., Gale, A.G.: Single stroke gaze gestures. In: CHI 2009 Extended Abstracts on Human Factors in Computing Systems, pp. 4555–4560, April 2009
5.
go back to reference Abe, K., Sato, H., Matsuno, S., Ohi, S., Ohyama, M.: Input interface using eye-gaze and blink information. In: Tino, A., Stephanidis, C. (eds.) HCII 2015 Posters. CCIS, vol. 528, pp. 463–467. Springer, Heidelberg (2015). doi:10.1007/978-3-319-21380-4_78 CrossRef Abe, K., Sato, H., Matsuno, S., Ohi, S., Ohyama, M.: Input interface using eye-gaze and blink information. In: Tino, A., Stephanidis, C. (eds.) HCII 2015 Posters. CCIS, vol. 528, pp. 463–467. Springer, Heidelberg (2015). doi:10.​1007/​978-3-319-21380-4_​78 CrossRef
6.
go back to reference Pedrosa, D., Pimentel, M.D.G., Wright, A., Truong, K.N.: Filteryedping: design challenges and user performance of dwell-free eye typing. ACM Trans. Accessible Comput. 6(1), 1–37 (2015)CrossRef Pedrosa, D., Pimentel, M.D.G., Wright, A., Truong, K.N.: Filteryedping: design challenges and user performance of dwell-free eye typing. ACM Trans. Accessible Comput. 6(1), 1–37 (2015)CrossRef
7.
go back to reference Kherlopian, A.R., Gerrein, J.P., Yue, M., Kim, K.R., Kim, J.W., Sukumaran, M., Sajda, P.: Electrooculogram based system for computer control using a multiple feature classification model. In: Proceedings of the 28th IEEE EMBS Annual International Conference, pp. 1295–1298, August 2006 Kherlopian, A.R., Gerrein, J.P., Yue, M., Kim, K.R., Kim, J.W., Sukumaran, M., Sajda, P.: Electrooculogram based system for computer control using a multiple feature classification model. In: Proceedings of the 28th IEEE EMBS Annual International Conference, pp. 1295–1298, August 2006
8.
go back to reference Mondal, C., Azam, Md.K., Ahmad, M., Hasan, S.M.K., Islam, Md.R.: Design and implementation of a prototype electrooculography based data acquisition system. In: Proceedings of International Conference on Electrical Engineering and Information Communication Technology, pp. 1–6, May 2015 Mondal, C., Azam, Md.K., Ahmad, M., Hasan, S.M.K., Islam, Md.R.: Design and implementation of a prototype electrooculography based data acquisition system. In: Proceedings of International Conference on Electrical Engineering and Information Communication Technology, pp. 1–6, May 2015
9.
go back to reference Yagi, T.: Eye-gaze interfaces using electro-oculography (EOG). In: Proceedings of the 2010 Workshop on Eye Gaze in Intelligent Human Machine Interaction, pp. 28–32, February 2010 Yagi, T.: Eye-gaze interfaces using electro-oculography (EOG). In: Proceedings of the 2010 Workshop on Eye Gaze in Intelligent Human Machine Interaction, pp. 28–32, February 2010
10.
go back to reference Taher, F.B., Amor, N.B., Jalloulo, M.: A multimodal wheelchair control system based on EEG signals and Eye tracking fusion. In: Proceedings of International Symposium on Innovations in Intelligent SysTems and Applications, pp. 2–4, September 2015 Taher, F.B., Amor, N.B., Jalloulo, M.: A multimodal wheelchair control system based on EEG signals and Eye tracking fusion. In: Proceedings of International Symposium on Innovations in Intelligent SysTems and Applications, pp. 2–4, September 2015
11.
go back to reference Gao, D., Itakura, N., Mizuno, T., Mito, K.: Improvement of eye gesture interface. J. Adv. Comput. Intell. Intell. Inf. 17(6), 843–850 (2013) Gao, D., Itakura, N., Mizuno, T., Mito, K.: Improvement of eye gesture interface. J. Adv. Comput. Intell. Intell. Inf. 17(6), 843–850 (2013)
12.
go back to reference Velichkovsky, B., Sprenger, A., Unema, P.: Towards gaze-mediated interaction: collecting solutions of the “Midas touch problem”. In: Proceedings of IFIP TC13 International Conference on Human-Computer Interaction, 14–18 July, pp. 509–516, September 1997 Velichkovsky, B., Sprenger, A., Unema, P.: Towards gaze-mediated interaction: collecting solutions of the “Midas touch problem”. In: Proceedings of IFIP TC13 International Conference on Human-Computer Interaction, 14–18 July, pp. 509–516, September 1997
13.
go back to reference Vrzakova, H., Bednarik, R.: That’s not norma(n/l): a detailed analysis of midas touch in gaze-based problem-solving. In: CHI 2013 Extended Abstracts on Human Factors in Computing Systems, pp. 85–90, April 2013 Vrzakova, H., Bednarik, R.: That’s not norma(n/l): a detailed analysis of midas touch in gaze-based problem-solving. In: CHI 2013 Extended Abstracts on Human Factors in Computing Systems, pp. 85–90, April 2013
14.
go back to reference Matsuno, S., Akehi, K., Itakura, N., Mizuno, T., Mito, K.: Computer input system using eye glances. In: Yamamoto, S., Abbott, A.A. (eds.) HIMI 2015. LNCS, vol. 9172, pp. 425–432. Springer, Heidelberg (2015). doi:10.1007/978-3-319-20612-7_41 CrossRef Matsuno, S., Akehi, K., Itakura, N., Mizuno, T., Mito, K.: Computer input system using eye glances. In: Yamamoto, S., Abbott, A.A. (eds.) HIMI 2015. LNCS, vol. 9172, pp. 425–432. Springer, Heidelberg (2015). doi:10.​1007/​978-3-319-20612-7_​41 CrossRef
Metadata
Title
A Study of an Intention Communication Assisting System Using Eye Movement
Authors
Shogo Matsuno
Yuta Ito
Naoaki Itakura
Tota Mizuno
Kazuyuki Mito
Copyright Year
2016
DOI
https://doi.org/10.1007/978-3-319-41267-2_69