• DocumentCode
    1964389
  • Title

    An Enhanced Vision Processing Algorithm for a Micro-manipulation System

  • Author

    Ihn, Y.S. ; Ryu, S.H. ; Choi, B.J. ; Ha, S.H. ; Choi, H.R. ; Lee, S.M. ; Koo, J.C.

  • Author_Institution
    Dept. of Mech. Eng., Sung Kyun Kwan Univ., Suwon
  • fYear
    2007
  • fDate
    12-13 Oct. 2007
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    As the physical sizes of many electrical devices and their components shrink to sometimes only a few microns, expanding dextrousness and obtaining rapidity of a precise micro-manipulation system become one of the major issues in the industry. Especially for an assembly process that handles complicated mechanical alignments of many tiny objects in the three-dimensional space, a proper identification of the alignment errors and a fast decision of manipulation plan should be guaranteed in order to keep the manufacturing costs in an affordable range. In most of the current precise manufacturing processes, identification of the misalignment is normally carried out by machine vision systems. And the limited data process speed of the vision system usually hampers enhancement of overall system performance. In the present work, a modified binary region median filter combined with a labeling based segmentation scheme for the enhancement of a machine vision system is introduced. The suggested algorithm shows not only shows improved data processing speed but provides a better accuracy on the identification of a target object.
  • Keywords
    image segmentation; micromanipulators; robot vision; assembly process; binary region median filter; data processing; labeling based segmentation scheme; machine vision systems; micromanipulation system; misalignment identification; vision processing algorithm; Data processing; Electronic mail; Filters; Intelligent robots; Machine vision; Manufacturing industries; Manufacturing processes; Real time systems; Robot kinematics; Robot vision systems; Machine vision; Micromanipulation; Region medianfilter Threshold;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Robotic and Sensors Environments, 2007. ROSE 2007. International Workshop on
  • Conference_Location
    Ottawa, Ont.
  • Print_ISBN
    978-1-4244-1526-7
  • Electronic_ISBN
    978-1-4244-1527-4
  • Type

    conf

  • DOI
    10.1109/ROSE.2007.4373959
  • Filename
    4373959