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HandsDown: hand-contour-based user identification for interactive surfaces

Published:16 October 2010Publication History

ABSTRACT

HandsDown is a novel technique for user identification on interactive surfaces. It enables users to access personal data on a shared surface, to associate objects with their identity, and to fluidly customize appearance, content, or functionality of the user interface. To identify, users put down their hand flat on the surface. HandsDown is based on hand contour analysis; neither user instrumentation nor external devices are required for identification. Characteristic features of the hand are initially extracted from images captured by the surface's camera system and then classified using Support Vector Machines (SVM).

We present a proof-of-concept implementation and show results of our evaluation which indicates the technique's robustness for user identification within small groups. Additionally, we introduce a set of interaction techniques to illustrate how HandsDown can improve the user experience, and we discuss the design space of such interactions.

References

  1. E. Bier and S. Freeman. MMM: a user interface architecture for shared editors on a single screen. In Proc. UIST '91, pages 79--86, 1991. Google ScholarGoogle ScholarDigital LibraryDigital Library
  2. E. A. Bier, M. C. Stone, K. Pier, W. Buxton, and T. D. Derose. Toolglass and magic lenses: The see-through interface. Computer Graphics, 27(Annual Conference Series):73--80, 1993. Google ScholarGoogle ScholarDigital LibraryDigital Library
  3. G. Boreki and A. Zimmer. Hand geometry: a new approach for feature extraction. In Automatic Identification Advanced Technologies '05. Fourth IEEE Workshop on, pages 149--154, 2005. Google ScholarGoogle ScholarDigital LibraryDigital Library
  4. C.-C. Chang and C.-J. Lin. LIBSVM: a library for support vector machines, 2001.Google ScholarGoogle Scholar
  5. C. T. Dang, M. Straub, and E. André. Hand distinction for multi-touch tabletop interaction. In Proc. ITS '09, pages 101--108, 2009. Google ScholarGoogle ScholarDigital LibraryDigital Library
  6. P. Dietz and D. Leigh. DiamondTouch: a multi-user touch technology. In Proc. UIST '01, pages 219--226, 2001. Google ScholarGoogle ScholarDigital LibraryDigital Library
  7. K. C. Dohse, T. Dohse, J. D. Still, and D. J. Parkhurst. Enhancing multi-user interaction with multi-touch tabletop displays using hand tracking. In Proc. ACHI '08, pages 297--302, 2008. Google ScholarGoogle ScholarDigital LibraryDigital Library
  8. T. Fawcett. ROC graphs: Notes and practical considerations for researchers, 2004.Google ScholarGoogle Scholar
  9. Y. Guiard. Asymmetric division of labor in human skilled bimanual action: The kinematic chain as a model. Journal of motor behavior, 19(4):486--517, December 1987.Google ScholarGoogle Scholar
  10. A. K. Jain, A. Ross, and S. Pankanti. A prototype hand geometry-based verification system. In Proc. AVBPA '99, pages 166--171, 1999.Google ScholarGoogle Scholar
  11. S. Jordà, G. Geiger, M. Alonso, and M. Kaltenbrunner. The reactable: exploring the synergy between live music performance and tabletop tangible interfaces. In Proc. TEI '07, pages 139--146, 2007. Google ScholarGoogle ScholarDigital LibraryDigital Library
  12. D. Kim, P. Dunphy, P. Briggs, J. Hook, J. Nicholson, J. Nicholson, and P. Olivier. Multi-touch authentication on tabletops. In Proc. CHI '10, pages 1093--1102, 2010. Google ScholarGoogle ScholarDigital LibraryDigital Library
  13. D. Kirk, A. Sellen, S. Taylor, N. Villar, and S. Izadi. Putting the physical into the digital: issues in designing hybrid interactive surfaces. In Proc. BCS HCI '09, pages 35--44, 2009. Google ScholarGoogle ScholarDigital LibraryDigital Library
  14. Microsoft Corp. Surface. 06 May 2010. http://www.microsoft.com/surface.Google ScholarGoogle Scholar
  15. M. R. Morris, K. Ryall, C. Shen, C. Forlines, and F. Vernier. Beyond "social protocols": Multi-user coordination policies for co-located groupware. In Proc. CSCW '04, pages 262--265, 2004. Google ScholarGoogle ScholarDigital LibraryDigital Library
  16. B. Myers, H. Stiel, and R. Gargiulo. Collaboration using multiple PDAs connected to a PC. In Proc. CSCW '98, pages 285--294, 1998. Google ScholarGoogle ScholarDigital LibraryDigital Library
  17. M. Ringel, K. Ryall, C. Shen, C. Forlines, and F. Vernier. Release, relocate, reorient, resize: Fluid techniques for document sharing on multi-user interactive tables. In Proc. CHI '04, pages 1441--1444, 2004. Google ScholarGoogle ScholarDigital LibraryDigital Library
  18. K. Ryall, A. Esenther, K. Everitt, C. Forlines, M. R. Morris, C. Shen, S. Shipman, and F. Vernier. iDwidgets: parameterizing widgets by user identity. In Proc. INTERACT '05, pages 1124--1128, 2005. Google ScholarGoogle ScholarDigital LibraryDigital Library
  19. R. Sanchez-Reillo, C. Sanchez-Avila, and A. Gonzalez-Marcos. Biometric identification through hand geometry measurements. Pattern Analysis and Machine Intelligence, IEEE Transactions on, 22(10):1168--1171, 2000. Google ScholarGoogle ScholarDigital LibraryDigital Library
  20. D. Schmidt. Design and realization of an interactive multi-touch table. Technical report, Lancaster University, 2009.Google ScholarGoogle Scholar
  21. D. Schmidt, F. Chehimi, E. Rukzio, and H. Gellersen. PhoneTouch: A technique for direct phone interaction on surfaces. In Proc. UIST, 2010. Google ScholarGoogle ScholarDigital LibraryDigital Library
  22. D. Schmidt and H. Gellersen. Show your hands: A vision-based approach to user identification for interactive surfaces. Poster ITS, 2009.Google ScholarGoogle Scholar
  23. B. Schneier. Inside risks: the uses and abuses of biometrics. Commun. ACM, 42(8):136+, 1999. Google ScholarGoogle ScholarDigital LibraryDigital Library
  24. J. Schöning, J. Hook, T. Bartindale, D. Schmidt, P. Olivier, F. Echtler, N. Motamedi, and P. Brandl. Building interactive multi-touch surfaces. In C. Müller-Tomfelde, editor, Tabletops - Horizontal Interactive Displays. Springer, 2010.Google ScholarGoogle ScholarCross RefCross Ref
  25. J. Schöning, M. Rohs, and A. Krüger. Using mobile phones to spontaneously authenticate and interact with multi-touch surfaces. In Proc. PPD '08, 2008.Google ScholarGoogle Scholar
  26. S. Scott and S. Carpendale. Guest editors' introduction: Interacting with digital tabletops. Computer Graphics and Applications, IEEE, 26(5):24--27, 2006. Google ScholarGoogle ScholarDigital LibraryDigital Library
  27. S. D. Scott, S. Carpendale, and K. M. Inkpen. Territoriality in collaborative tabletop workspaces. In Proc. CSCW '04, pages 294--303, 2004. Google ScholarGoogle ScholarDigital LibraryDigital Library
  28. J. Stewart, B. Bederson, and A. Druin. Single display groupware: a model for co-present collaboration. In Proc. CHI '99, pages 286--293, 1999. Google ScholarGoogle ScholarDigital LibraryDigital Library
  29. A. D. Wilson and R. Sarin. BlueTable: connecting wireless mobile devices on interactive surfaces using vision-based handshaking. In Proc. GI '07, pages 119--125, 2007. Google ScholarGoogle ScholarDigital LibraryDigital Library
  30. E. Yörük, E. Konukoglu, B. Sankur, and J. Darbon. Shape-based hand recognition. Image Processing, IEEE Transactions on, 15(7):1803--1815, 2006. Google ScholarGoogle ScholarDigital LibraryDigital Library
  31. R. L. Zunkel. Hand geometry based verification. In A. K. Jain, R. Bolle, and S. Pankanti, editors, Biometrics, chapter 4, pages 87--101. Springer US, Boston, MA, 2002.Google ScholarGoogle Scholar

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    • Published in

      cover image ACM Other conferences
      NordiCHI '10: Proceedings of the 6th Nordic Conference on Human-Computer Interaction: Extending Boundaries
      October 2010
      889 pages
      ISBN:9781605589343
      DOI:10.1145/1868914

      Copyright © 2010 ACM

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      Publication History

      • Published: 16 October 2010

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