• DocumentCode
    2378344
  • Title

    Towards automatic colour segmentation for robot soccer

  • Author

    Bailey, Donald ; Contreras, Miguel ; Sen Gupta, Gourab

  • Author_Institution
    Sch. of Eng. & Adv. Technol., Massey Univ., Palmerston North, New Zealand
  • fYear
    2015
  • fDate
    17-19 Feb. 2015
  • Firstpage
    478
  • Lastpage
    483
  • Abstract
    Tuning the colour thresholds within robot soccer is laborious, and sensitive to changes in illumination. An algorithm for automatic gain control and white balancing within the camera is described. This significantly reduces the effects of the variations in lighting on the thresholds. Next, a new colour space is proposed which maximises the hue separation of the different coloured regions to improve the colour discrimination. Finally several automatic segmentation techniques are briefly discussed. All of the algorithms are designed to operate on data directly streamed from the camera, enabling a low latency FPGA implementation.
  • Keywords
    cameras; field programmable gate arrays; image colour analysis; image segmentation; mobile robots; robot vision; sport; automatic colour segmentation; automatic gain control algorithm; automatic segmentation technique; camera; colour discrimination; colour space; colour threshold tuning; coloured regions; hue separation; illumination changes; lighting variation effects reduction; low latency FPGA implementation; robot soccer; white balancing; Cameras; Field programmable gate arrays; Image color analysis; Lighting; Robot vision systems; Streaming media; colour balancing; colour thresholding; colour transformation; robot soccer;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Automation, Robotics and Applications (ICARA), 2015 6th International Conference on
  • Conference_Location
    Queenstown
  • Type

    conf

  • DOI
    10.1109/ICARA.2015.7081195
  • Filename
    7081195