• DocumentCode
    233213
  • Title

    Visual servo control for coordinated manipulation of a mobile two-arm robot

  • Author

    Yang Tangwen ; Gao Lining ; Ruan Qiuqi ; Han Jianda

  • Author_Institution
    Inst. of Inf. Sci., Beijing Jiaotong Univ., Beijing, China
  • fYear
    2014
  • fDate
    28-30 July 2014
  • Firstpage
    8421
  • Lastpage
    8426
  • Abstract
    Two PZT cameras are used in this paper to realize visual servo control for coordinated manipulation of a mobile two-arm robot. The focus of this study is mainly on the problems of detection, recognition and localization of a target object in an indoor environment of scattered background and varying illumination. First, a modified algorithm is proposed in the HSV color space to detect objects based on updated segmentation thresholds and bounding rectangles, thereby improving its adaptability to illumination variation. Second, the target is identified from the detected objects using the target contour features and the Hu´s moment invariants. Then, the spatial coordinates of the target object are obtained with the cameras´ perspective matrices, and the target position is determined. Finally, to verify effectiveness of the image processing algorithms presented and the visual servo control, experiments are done on a robot platform to mimic the manipulation of pouring water with two arms, and the results show that the robot system can complete the task successfully.
  • Keywords
    cameras; feature extraction; image colour analysis; image segmentation; manipulators; mobile robots; object detection; object recognition; robot vision; visual servoing; HSV color space; Hu moment invariants; PZT cameras; bounding rectangles; camera perspective matrices; coordinated manipulation; illumination variation; image processing algorithm; mobile two-arm robot; object detection; object localization; object recognition; segmentation threshold; target contour features; visual servo control; water pouring manipulation; Cameras; Electronic mail; Mobile communication; Robot kinematics; Servosystems; Visualization; Coordinated Manipulation; HSV; Invariant Moment; Mobile Two-Arm Robot; Visual Servo Control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Conference (CCC), 2014 33rd Chinese
  • Conference_Location
    Nanjing
  • Type

    conf

  • DOI
    10.1109/ChiCC.2014.6896413
  • Filename
    6896413