• DocumentCode
    2335842
  • Title

    A technique for dynamic background segmentation using a robotic stereo vision head

  • Author

    Prado, Jose ; Santos, Luis ; Dias, Jorge

  • Author_Institution
    Dept. of Electr. Eng. & Comput., Univ. of Coimbra, Coimbra, Portugal
  • fYear
    2009
  • fDate
    Sept. 27 2009-Oct. 2 2009
  • Firstpage
    1035
  • Lastpage
    1040
  • Abstract
    Human-robot interaction approaches like face detection, face recognition, pedestrian detection are widely known in robotics field; however often they lead to performance problems. Additionally, false positive and false negative problems are commonly associated to bad illumination and strong featured images. Moreover background segmentation approaches are frequently used to solve this problem on static camera surveillance. Though all these approaches are unable to effectively deal with the constant background changes that certainly happens when the camera sensor is installed on a mobile robot. Hence, in this work we propose a stereo vision dynamic background segmentation solution to this problem.
  • Keywords
    cameras; face recognition; human-robot interaction; image segmentation; mobile robots; object detection; robot vision; stereo image processing; surveillance; bad illumination; camera sensor; dynamic background segmentation; face detection; face recognition; false negative problem; false positive problem; human-robot interaction; mobile robot; pedestrian detection; robotic stereo vision head; static camera surveillance; Cameras; Face detection; Face recognition; Head; Human robot interaction; Humanoid robots; Image segmentation; Lighting; Robot vision systems; Stereo vision;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Robot and Human Interactive Communication, 2009. RO-MAN 2009. The 18th IEEE International Symposium on
  • Conference_Location
    Toyama
  • ISSN
    1944-9445
  • Print_ISBN
    978-1-4244-5081-7
  • Electronic_ISBN
    1944-9445
  • Type

    conf

  • DOI
    10.1109/ROMAN.2009.5326303
  • Filename
    5326303