• DocumentCode
    3100292
  • Title

    An auto multi-threshold segmentation approach of PCB image based on iteration

  • Author

    Jian, Feng ; Ming-li, Dong

  • Author_Institution
    Dept. of Photoelectronic Inf. & Commun. Eng., Beijing Inf. Sci. & Technol. Univ., Beijing, China
  • Volume
    1
  • fYear
    2010
  • fDate
    18-19 Oct. 2010
  • Abstract
    Print Circuit Board (PCB) is an information carrier integrating various electronic components. It has been applied in different fields widely. Traditional detection method can not satisfy the large production. The Automatic Optic Inspection (AOI) based on image-processing had showed its advantages in inspection methods. Combing the traditional iterative algorithm and the Otsu´s method, an auto multi-threshold image segmentation approach based on iteration is presented for the printed circuit board (PCB) images in this paper. The initial value for iteration is calculated by using the Otsu´s method. The iterative algorithm is applied twice to get the optimal threshold. Experiment is conducted on PCB images. The result shows that the algorithm is simple, efficient and it has good segmentation performance for PCB images.
  • Keywords
    automatic optical inspection; electronic engineering computing; image segmentation; iterative methods; object detection; printed circuits; Otsu method; PCB image; auto multithreshold segmentation approach; automatic optic inspection; detection method; electronic components; image processing; print circuit board; Image edge detection; Image segmentation; Otsu´s method; PCB detection method; image segmentation; iteration; multi-threshold;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Networking and Automation (ICINA), 2010 International Conference on
  • Conference_Location
    Kunming
  • Print_ISBN
    978-1-4244-8104-0
  • Electronic_ISBN
    978-1-4244-8106-4
  • Type

    conf

  • DOI
    10.1109/ICINA.2010.5636526
  • Filename
    5636526