Stereo vision system for precision dimensional inspection of 3D holes

被引:0
|
作者
Sotiris Malassiotis
Michael G. Strintzis
机构
[1] Informatics & Telematics Institute,Center for Research and Technology Hellas
来源
关键词
Metrology; Inspection; Knowledge-based vision; Stereoscopic matching; Metallic surfaces;
D O I
暂无
中图分类号
学科分类号
摘要
This paper presents a machine vision system for the high-accuracy 3D measurement of holes on the surface of industrial components. This is a very important application for inline quality inspection in assembly plants. A CAD-based stereo vision approach is adopted. The introduction of several novel techniques enables the system to achieve high robustness in versatile industrial environments, rapid response, and accuracy below 0.1 mm. These are demonstrated by extensive experiments with synthetic and real data.
引用
收藏
页码:101 / 113
页数:12
相关论文
共 50 条
  • [1] Stereo vision system for precision dimensional inspection of 3D holes
    Malassiotis, S
    Strintzis, MG
    MACHINE VISION AND APPLICATIONS, 2003, 15 (02) : 101 - 113
  • [2] Stereo vision system for real time inspection and 3D reconstruction
    Silva, LC
    Petraglia, A
    Petraglia, MR
    2003 IEEE INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS, VOLS 1 AND 2, 2003, : 607 - 611
  • [3] Precision Comparison of 3D Measurement System Based on Stereo Vision
    Zhang, Ke
    Gao, Zhao
    AUTOMATIC MANUFACTURING SYSTEMS II, PTS 1 AND 2, 2012, 542-543 : 635 - 638
  • [4] 3D technical vision systems for dimensional inspection
    Chugui, YV
    Proceedings of the Second IASTED International Multi-Conference on Automation, Control, and Information Technology - Automation, Control, and Applications, 2005, : 220 - 224
  • [5] A 3D inspection system for PCB board by fusing Moire technique and stereo vision algorithm
    Hong, Deokhwa
    Lee, Hyunki
    Kim, Minyoung
    Cho, Hyungsuck
    PROCEEDINGS OF SICE ANNUAL CONFERENCE, VOLS 1-8, 2007, : 2464 - +
  • [6] 3D vision: Developing an embedded stereo-vision system
    Woodfill, John Iselin
    Buck, Ron
    Jurasek, Dave
    Gordon, Gaile
    Brown, Terrance
    COMPUTER, 2007, 40 (05) : 106 - 108
  • [7] Using neural networks for 3D measurement in stereo vision inspection systems
    Tien, FC
    Chang, CA
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1999, 37 (09) : 1935 - 1948
  • [8] 3D Anomaly Inspection System for Sewer Pipes Using Stereo Vision and Novel Image Processing
    Phat Huynh
    Ross, Robert
    Martchenko, Andrew
    Devlin, John
    PROCEEDINGS OF THE 2016 IEEE 11TH CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA), 2016, : 988 - 993
  • [9] Active Vision System for 3D Product Inspection
    Kowal, Janusz
    Sioma, Andrzej
    CONTROL ENGINEERING, 2009, 56 (11) : 46 - 48
  • [10] Stereo Vision System & 3D TV Program Production
    Zhang, Zhenlong
    Zhang, Taozheng
    Chai, Jianping
    PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON SOFT COMPUTING IN INFORMATION COMMUNICATION TECHNOLOGY, 2014, : 124 - 126