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
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