DocumentCode
3484886
Title
Head pose tracking system using a mobile device
Author
Takahashi, Koichi ; Mitsukura, Yasue
Author_Institution
Grad. Sch. of Sci. & Technol., Keio Univ., Yokohama, Japan
fYear
2013
fDate
26-29 Aug. 2013
Firstpage
461
Lastpage
466
Abstract
In this paper, we propose a new head pose tracking method for mobile devices. Recently, head pose tracking technologies are expected to be incorporated into various situations such as robot vision. Especially, we focus on the applications using a mobile system. However, head pose estimation methods usually require a high performance hardware although the mobile systems have limited computational resource. Therefore, we propose a low cost computing algorithm of head pose tracking for the purpose of developing mobile system applications. The proposed method has two stages: (1) fast rough tracking and (2) iterative sampling stage. The proposed method has a merit of low computing cost, and is able to be applied to mobile systems. In order to confirm the effectiveness of the proposed method, we show the comparison results of two types of iterative sampling algorithms. The experimental results demonstrate that our method can be incorporated into actual mobile system applications.
Keywords
iterative methods; mobile computing; object tracking; pose estimation; sampling methods; fast rough tracking; head pose estimation methods; head pose tracking method; iterative sampling algorithms; low cost computing algorithm; mobile devices; mobile system; Estimation; Head; Mobile communication; Mobile handsets; Nickel; Performance evaluation; Three-dimensional displays;
fLanguage
English
Publisher
ieee
Conference_Titel
RO-MAN, 2013 IEEE
Conference_Location
Gyeongju
ISSN
1944-9445
Type
conf
DOI
10.1109/ROMAN.2013.6628547
Filename
6628547
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