• DocumentCode
    510240
  • Title

    The Application Research of Robot Vision Technique on Piston´s Online Recognition and Selection

  • Author

    Jiao Sheng-xi ; Zhang Li-hui ; Jiang, Jiang ; Chen Dan-dan

  • Author_Institution
    Sch. of Autom. Eng., Northeast Dianli Univ., Jilin, China
  • Volume
    3
  • fYear
    2009
  • fDate
    7-8 Nov. 2009
  • Firstpage
    186
  • Lastpage
    189
  • Abstract
    A step dynamic object positioning method of robot eye-in-hand vision is proposed. An experimental platform is developed in which the CCD plane is in parallel with worktable plane, images acquired by camera at several fixed positions and target is positioned at the center of the image finally. During the recognition procession of piston type, BP neural network is used to recognize the characters on piston´s surfaces, piston type is classified according to the characters. By the combination of recognized characters and piston´s position information, the end-executor is led to select the piston accurately.
  • Keywords
    backpropagation; image sensors; motion control; neural nets; object recognition; robot vision; BP neural network; CCD plane; end-executor; piston online recognition; piston online selection; robot eye-in-hand vision technique; robot motion control; step dynamic object positioning method; Cameras; Character recognition; Equations; Intelligent robots; Neural networks; Pistons; Robot kinematics; Robot vision systems; Robotics and automation; Target recognition; "eye-in-hand” vision; BP neural network; character recognition; end-executor; object positioning;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Artificial Intelligence and Computational Intelligence, 2009. AICI '09. International Conference on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-1-4244-3835-8
  • Electronic_ISBN
    978-0-7695-3816-7
  • Type

    conf

  • DOI
    10.1109/AICI.2009.327
  • Filename
    5376597