• DocumentCode
    1960186
  • Title

    A fast motion sensing algorithm for vision based mobile phones user interface design

  • Author

    Lee, Melissa ; Chang, Yoong Choon ; Neo, Tse Kian

  • Author_Institution
    Multimedia Univ., Cyberjaya, Malaysia
  • fYear
    2009
  • fDate
    23-26 Aug. 2009
  • Firstpage
    336
  • Lastpage
    341
  • Abstract
    A fast motion sensing algorithm for vision based mobile phones user interface design is proposed in this paper. In this paper, video frames captured using camera incorporated on mobile phone will be used to determine the phone´s motion, instead of using the accelerometer motion sensor. In our proposed motion sensing algorithm, gray-level grouping and comparison (GLGC) is firstly used to reduce the number of possible feature blocks, followed by feature block selection using cross first order image derivative (CFOID). Our motion sensing algorithm is then followed by using diamond search (DS) incorporating integral-successive elimination algorithm (ISEA) for block matching. Lastly, simple dominant global motion estimation (SDGME) is used to estimate a global motion. Compared with the existing motion sensing techniques, our proposed algorithm is able to reduce the number of computation significantly without sacrificing the sensing accuracy.
  • Keywords
    accelerometers; mobile handsets; motion estimation; user interfaces; accelerometer motion sensor; block matching; cross first order image derivative; diamond search; feature block selection; gray-level grouping and comparison; integral successive elimination algorithm; simple dominant global motion estimation; user interface; video frames; vision based mobile phones; Accelerometers; Algorithm design and analysis; Cameras; Costs; Message service; Mobile handsets; Motion control; Motion estimation; Tracking; User interfaces;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications, Computers and Signal Processing, 2009. PacRim 2009. IEEE Pacific Rim Conference on
  • Conference_Location
    Victoria, BC
  • Print_ISBN
    978-1-4244-4560-8
  • Electronic_ISBN
    978-1-4244-4561-5
  • Type

    conf

  • DOI
    10.1109/PACRIM.2009.5291348
  • Filename
    5291348