DOI QR코드

DOI QR Code

Surface Inspection Algorighm using Oriented Bounding Box

회전 윤곽 상자를 이용한 표면 검사 알고리즘

  • Hwang, Myun Joong (Department of Mechanical Engineering, Korea National University of Transportation) ;
  • Chung, Seong Youb (Department of Mechanical Engineering, Korea National University of Transportation)
  • 황면중 (국립한국교통대학교 기계공학과) ;
  • 정성엽 (국립한국교통대학교 기계공학과)
  • Received : 2016.04.05
  • Accepted : 2016.05.17
  • Published : 2016.05.31

Abstract

DC motor shafts have several defects such as double cut, deep scratch on surface, and defects in diameter and length. The deep scratches are due to collision among the other shafts. So the scratches are long and thin but their orientations are random. If the smallest enclosing box, i.e. oriented bounding box for a detective point group is found, then the size of the corresponding defect can be modeled as its diagonal length. This paper proposes an suface inspection algorithm for the DC motor shaft using the oriented bounding box. To evaluate the proposed algorithm, a test bed is made with a line scan CCD camera (4096 pixels/line) and two rollers mechanism to rotate the shaft. The experimental result on a pre-processed image with contrast streching algorithm, shows that the proposed algorithm sucessfully finds 150 surface defects and its computation time (0.291 msec) is enough fast for the requirement (4 seconds).

Keywords

References

  1. C. Y. Lim, D. W. Shin, and J. K. Yoon, "A yarn process inspection system using image processing", Journal of Korean Society of Precision Engineering, 30(5), p.513-519, 2013. https://doi.org/10.7736/KSPE.2013.30.5.513
  2. K. H. Jeong, S. W. Ra, and S. Y. Chung, "A study on surface inspection algorithm for cylindrical part", Proceedings of ICROS 2013, p.433-434, 2013.
  3. P. Cai, C. Indhumathi, Y. Cai, J. Zheng, Y. Gong, T. S. Lim, and P. Wong, "Collision detection using axis aligned bounding boxes, Simulations", Serious Games and Their Applications, p.1-14, 2014.
  4. Y. Shen and X. Sun, "Research and improvement of collision detection based on oriented bounding box in physics engine", IEEE 3rd International Conference on Communication Software and Networks, p.73-76, 2011.
  5. E. Davis, Machine Vision: Theory, Algorithms and Practicalties, Academic Press, p.79-99, 1990.