Handheld 3-D Scanning with Automatic Multi-View Registration Based on Visual-Inertial Navigation

被引:6
作者
Kleiner, Bernhard [1 ]
Munkelt, Christoph [2 ]
Thorhallsson, Torfi [3 ]
Notni, Gunther [2 ]
Kuehmstedt, Peter [2 ]
Schneider, Urs [1 ]
机构
[1] Fraunhofer Inst Mfg Engn & Automat IPA, D-70569 Stuttgart, Germany
[2] Fraunhofer Inst Appl Opt & Precis Engn IOF, Jena, Germany
[3] Innovat Ctr, Reykjavik, Iceland
关键词
multiple view registration; visual feature tracking; 3-D scanning pipeline; coarse registration; visual inertial navigation; 3-D scanning system;
D O I
10.1080/15599612.2014.942931
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this article an approach to a mobile 3-D handheld scanner with additional sensory information is proposed. It fully automatically builds a multi-view 3-D scan. Conventionally complex post processing or expensive position trackers are used to realize such a process. Therefore a combination of a visual and inertial motion tracking system is developed to deal with the position tracking. Both sensors are integrated into the 3-D scanner and their data are fused for robustness during swift scanner movements and for long term stability. This article presents an overview over the system architecture, the navigation process, surface registration aspects, and measurement results.
引用
收藏
页码:313 / 325
页数:13
相关论文
共 19 条
  • [1] [Anonymous], 2013, P IEEE TRANSP EL C E
  • [2] A METHOD FOR REGISTRATION OF 3-D SHAPES
    BESL, PJ
    MCKAY, ND
    [J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1992, 14 (02) : 239 - 256
  • [3] A Stereo-Based System with Inertial Navigation for Outdoor 3D Scanning
    Byczkowski, Tomasz
    Lang, Jochen
    [J]. 2009 CANADIAN CONFERENCE ON COMPUTER AND ROBOT VISION, 2009, : 221 - 228
  • [4] Fringe projection techniques: Whither we are?
    Gorthi, Sai Siva
    Rastogi, Pramod
    [J]. OPTICS AND LASERS IN ENGINEERING, 2010, 48 (02) : 133 - 140
  • [5] A Tutorial on Graph-Based SLAM
    Grisetti, Giorgio
    Kuemmerle, Rainer
    Stachniss, Cyrill
    Burgard, Wolfram
    [J]. IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE, 2010, 2 (04) : 31 - 43
  • [6] Klein George, 2007, P1
  • [7] Kuhmstedt P., 2007, SPIE C SERIES
  • [8] Kuipers J. B., 1999, Quaternions and rotation sequences
  • [9] Leutenegger S., 2013, P ROB SCI SYST RSS
  • [10] Li M, 2013, IEEE INT CONF ROBOT, P4712, DOI 10.1109/ICRA.2013.6631248