• DocumentCode
    3391308
  • Title

    Orientation codes-based template matching method on workpiece detection

  • Author

    Na, Yu ; Bingxia, Shi ; Jia, Xu ; Quanming, Zhao

  • Author_Institution
    Dept. of Electron. Inf. Eng., Hebei Univ. of Technol., Tianjin, China
  • Volume
    3
  • fYear
    2009
  • fDate
    19-20 Dec. 2009
  • Firstpage
    70
  • Lastpage
    73
  • Abstract
    A new method for the workpiece image detection was proposed according to the characteristics of online work. The algorithm extracted orientation codes as a feature and consisted of two stages: rough matching and precision matching. Firstly, some points with the matching rate in a certain range were selected using histograms of orientation codes and rotation angles were computed roughly. In the second stage, the template was rotated in terms of the angle computed, matching based the orientation code between template and subimage was performed only for the points selected. Experiments result demonstrates the proposed method can work well even when workpiece was rotated or light fluctuates.
  • Keywords
    feature extraction; image matching; object detection; histograms; orientation codes-based template matching; precision matching; rough matching; workpiece image detection; Data mining; Digital filters; Gray-scale; Histograms; Intelligent transportation systems; Pixel; Power electronics; Power engineering and energy; Production; Productivity; Sobel operator; Template matching; histogram; image; orientation code;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Power Electronics and Intelligent Transportation System (PEITS), 2009 2nd International Conference on
  • Conference_Location
    Shenzhen
  • Print_ISBN
    978-1-4244-4544-8
  • Type

    conf

  • DOI
    10.1109/PEITS.2009.5406896
  • Filename
    5406896