Low-cost 3D motion capture system using passive optical markers and monocular vision

被引:36
作者
Lee, Yeonkyung [1 ]
Yoo, Hoon [1 ]
机构
[1] Sangmyung Univ, Dept Media Software, Seoul 110743, South Korea
来源
OPTIK | 2017年 / 130卷
关键词
3D Motion capture; Monocular vision; Passive marker; Low-cost system; DEPTH EXTRACTION; RECOGNITION; OBJECTS;
D O I
10.1016/j.ijleo.2016.11.174
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
This paper presents a low-cost 3D motion capture system using a single camera and passive optical markers. 3D motion capture systems usually demand multiple cameras. Thus, those systems require high-cost hardware devices and large computing power. However, such high-cost systems prevent personal or mobile systems using 3D motion capturing. To overcome this problem, we propose a low-cost motion capture system. The structure of our system is based on a single camera and passive optical markers, which enables the system to be low-cost. As the components of the proposed systems, we introduce 2D optical marker recognition, marker size recognition, and mapping for 3D data extraction. To show the effectiveness and efficiency, we conduct preliminary experiments in terms of accuracy and time-complexity. Experiment results indicate that the proposed system provides 3D motion capturing using a single camera enough to utilize it in 3D interaction. (C) 2016 Elsevier GmbH. All rights reserved.
引用
收藏
页码:1397 / 1407
页数:11
相关论文
共 22 条
  • [1] [Anonymous], 2000, 180042000 ISOIEC
  • [2] Ayache N., 1991, ARTIFICIAL VISION MO
  • [3] Advances in computational stereo
    Brown, MZ
    Burschka, D
    Hager, GD
    [J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2003, 25 (08) : 993 - 1008
  • [4] Linking Digital Media to Physical Documents: Comparing Content- and Marker-Based Tags
    Carter, Scott
    Liao, Chunyuan
    Denoue, Laurent
    Golovchinsky, Gene
    Liu, Qiong
    [J]. IEEE PERVASIVE COMPUTING, 2010, 9 (02) : 46 - 55
  • [5] A 6-DOF ARTag-Based Tracking System
    Celozzi, Cesare
    Paravati, Gianluca
    Sanna, Andrea
    Lamberti, Fabrizio
    [J]. IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2010, 56 (01) : 203 - 210
  • [6] A Virtual Reality Dance Training System Using Motion Capture Technology
    Chan, Jacky C. P.
    Leung, Howard
    Tang, Jeff K. T.
    Komura, Taku
    [J]. IEEE TRANSACTIONS ON LEARNING TECHNOLOGIES, 2011, 4 (02): : 187 - 195
  • [7] MonoSLAM: Real-time single camera SLAM
    Davison, Andrew J.
    Reid, Ian D.
    Molton, Nicholas D.
    Stasse, Olivier
    [J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2007, 29 (06) : 1052 - 1067
  • [8] Designing Highly Reliable Fiducial Markers
    Fiala, Mark
    [J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2010, 32 (07) : 1317 - 1324
  • [9] 2D-to-3D Visual Human Motion Converting System for Home Optical Motion Capture Tool and 3-D Smart TV
    Han, Youngmo
    [J]. IEEE SYSTEMS JOURNAL, 2015, 9 (01): : 131 - 140
  • [10] Real-time indoor Autonomous Vehicle test Environment
    How, Jonathan P.
    Bethke, Brett
    Frank, Adrian
    Dale, Daniel
    Vian, John
    [J]. IEEE CONTROL SYSTEMS MAGAZINE, 2008, 28 (02): : 51 - 64