A Flexible Embedded Hardware Platform Supporting Low-Cost Human Pose Estimation

被引:0
作者
Laurijssen, Dennis [1 ,3 ]
Truijen, Steven [2 ,3 ]
Saeys, Wim [2 ]
Daems, Walter [1 ,3 ]
Steckel, Jan [1 ,3 ]
机构
[1] Univ Antwerp, FTI CoSys Lab, Antwerp, Belgium
[2] Univ Antwerp, FMH REVAKI, Antwerp, Belgium
[3] Univ Antwerp, Ctr Care Technol, Antwerp, Belgium
来源
2016 INTERNATIONAL CONFERENCE ON INDOOR POSITIONING AND INDOOR NAVIGATION (IPIN) | 2016年
关键词
Broadband Ultrasonics; Pose Estimation; Motion Capture; Sensor Arrays; Distributed Embedded Systems; MOTION CAPTURE; KINECT; SYSTEM;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Throughout the last decades, human motion capture systems have become an important tool for various sectors. Besides the entertainment sector, which is probably the most known sector to use these systems through popular movies and video games, the medical sector has adopted this technology as an analysis tool. These clinical analyses measure the human body posture and movement for various purposes including rehabilitation and sports, and require high accuracy and precision. Although there is a variety of products that offer these capabilities, there is not yet an affordable system that meets the requirements for medical implementations. We therefore propose using an ultrasonic six degrees-of-freedom sensor system which combines a distributed array of ultrasonic emitters and a small array of ultrasonic receivers. In order to support lowcost human pose estimation, while retaining the possibility for re-use and expandability, the need for a flexible embedded hardware platform naturally emerged. The proposed hardware design supports the requirements of a high accuracy and high precision pose estimation system while keeping its overall system cost low.
引用
收藏
页数:8
相关论文
共 29 条
[1]  
Analog Devices, PREC 20 MHZ CMOS RAI
[2]  
[Anonymous], 2011, June 2011. IEEE, DOI DOI 10.1109/CVPRW.2011.5981811
[3]   A Kinect-based system for physical rehabilitation: A pilot study for young adults with motor disabilities [J].
Chang, Yao-Jen ;
Chen, Shu-Fang ;
Huang, Jun-Da .
RESEARCH IN DEVELOPMENTAL DISABILITIES, 2011, 32 (06) :2566-2570
[4]  
Clark R. A., 2013, VALIDITY MICROSOFT K
[5]  
Cognolato M., 2012, THESIS
[6]  
DecaWave, SCENSOR DWM1000 MOD
[7]   Determining biosonar images using sparse representations [J].
Fontaine, Bertrand ;
Peremans, Herbert .
JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 2009, 125 (05) :3052-3059
[8]  
Future Technology Devices International Limited, FT232H SINGL CHANN H FT232H SINGL CHANN H
[9]  
Gabel Moshe, 2012, Annu Int Conf IEEE Eng Med Biol Soc, V2012, P1964, DOI 10.1109/EMBC.2012.6346340
[10]   RGB-D mapping: Using Kinect-style depth cameras for dense 3D modeling of indoor environments [J].
Henry, Peter ;
Krainin, Michael ;
Herbst, Evan ;
Ren, Xiaofeng ;
Fox, Dieter .
INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH, 2012, 31 (05) :647-663