Indoor Human Navigation System on Smartphones using View-Based Navigation

被引:0
作者
Nozawa, Mitsuaki [1 ]
Hagiwara, Yoshinobu [1 ]
Choi, Yongwoon [1 ]
机构
[1] Soka Univ, Dept Informat Syst Sci, Tokyo 1928577, Japan
来源
2012 12TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS (ICCAS) | 2012年
关键词
Indoor Human Navigation; Smartphone; View-Based Navigation; Locality Sensitive Hashing;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We present a new human navigation system on smartphones for indoor environments. The conventional systems have required specific positioning infrastructures installed in buildings. In contrast, the proposed system is not to need such requirements because it can determine the position of a user by image matching to process the images from a smartphone camera indoors like a certain corridor. Although a number of personal positioning methods based on image processing have been proposed, it has been difficult in processing cost to apply them just like that to the proposed system. From this point of view, we have focused on the view-based navigation which has been developed as an indoor positioning method for robots due to its simple algorithm by only one monocular camera. By devising the techniques for applying this view-based navigation to a smartphone, we can visually provide the user having a smartphone the positional and directional information to a destination. This paper describes the algorithm of the view-based navigation speeded up for smartphones and shows experimental results for human navigation performed with usually walking in an indoor corridor.
引用
收藏
页码:1916 / 1919
页数:4
相关论文
共 6 条
[1]  
[Anonymous], GOOGL MAPS NAV APPS
[2]   SURF: Speeded up robust features [J].
Bay, Herbert ;
Tuytelaars, Tinne ;
Van Gool, Luc .
COMPUTER VISION - ECCV 2006 , PT 1, PROCEEDINGS, 2006, 3951 :404-417
[3]   Histograms of oriented gradients for human detection [J].
Dalal, N ;
Triggs, B .
2005 IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, VOL 1, PROCEEDINGS, 2005, :886-893
[4]  
Hagiwara Y., 2010, IEEJ T EIS, V130, P1395
[5]   Positioning and orientation in indoor environments using camera phones [J].
Hile, Harlan ;
Borriello, Gaetano .
IEEE COMPUTER GRAPHICS AND APPLICATIONS, 2008, 28 (04) :32-39
[6]  
Inoue Y., 2008, INFORM PROCESSING SO, P195