Improvement of Measurement Accuracy of Optical 3D Scanners by Discrete Systematic Error Estimation

被引:6
作者
Braeuer-Burchardt, Christian [1 ]
Kuehmstedt, Peter [1 ]
Notni, Gunther [1 ,2 ]
机构
[1] Fraunhofer Inst Appl Opt & Precis Engn, D-07745 Jena, Germany
[2] Tech Univ Ilmenau, D-98693 Ilmenau, Germany
来源
COMBINATORIAL IMAGE ANALYSIS, IWCIA 2018 | 2018年 / 11255卷
关键词
Computer vision; 3D reconstruction; Image analysis; Optical 3D scanner; CALIBRATION;
D O I
10.1007/978-3-030-05288-1_16
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A new methodology is introduced which enables the improvement of measurement accuracy of optical 3D scanners. This improvement is based on geometric compensation of the systematic measurement error over the measurement volume. Possible sources for systematic measurement errors are introduced and discussed. Estimation of the systematic error is performed by determination of length measurement error of a ballbar in different positions in the measurement volume. Description of the systematic error may be done using polynomials or sampling points in an equidistant volumetric grid. Simulations as well as experimental measurements using real data were performed in order to evaluate the new methodology. The results show that a reduction of the systematic error to about half of the original error is possible. The method is discussed, and potential improvements are given as prospective future work.
引用
收藏
页码:202 / 215
页数:14
相关论文
共 16 条
  • [1] [Anonymous], 2012, 200 JCGM 200 JCGM, V3rd
  • [2] [Anonymous], 2008, VDI/VDE 2634 Optical 3-D measuring systems
  • [3] Bräuer-Burchardt C, 2011, LECT NOTES COMPUT SC, V6979, P363, DOI 10.1007/978-3-642-24088-1_38
  • [4] Brauer-Burchardt C., 2017, P SPIE, V10332
  • [5] Brinkmann B, 2012, INT WORTERBUCH METRO, V99
  • [6] Griva I, 2009, OTHER TITL APPL MATH, V108, P1, DOI 10.1137/1.9780898717730
  • [7] Calibration Accuracy Evaluation for Stereo Reconstruction
    Gu, Songxiang
    McNamara, Joseph E.
    Ward, Matthew O.
    Johnson, Karen
    Gennert, Michael A.
    King, Michael A.
    [J]. 2006 IEEE NUCLEAR SCIENCE SYMPOSIUM CONFERENCE RECORD, VOL 1-6, 2006, : 3242 - 3246
  • [8] Hasetedt H., 2015, PHOTOGRAMMETRIE LASE, P259
  • [9] Depth Errors Analysis and Correction for Time-of-Flight (ToF) Cameras
    He, Ying
    Liang, Bin
    Zou, Yu
    He, Jin
    Yang, Jun
    [J]. SENSORS, 2017, 17 (01)
  • [10] Systematic error correction of a 3D laser scanning measurement device
    Isheil, A.
    Gonnet, J. -P.
    Joannic, D.
    Fontaine, J. -F.
    [J]. OPTICS AND LASERS IN ENGINEERING, 2011, 49 (01) : 16 - 24