• DocumentCode
    4462
  • Title

    Estimating 3-D Point-of-Regard in a Real Environment Using a Head-Mounted Eye-Tracking System

  • Author

    Takemura, Kentaro ; Takahashi, Koichi ; Takamatsu, Jun ; Ogasawara, T.

  • Author_Institution
    Sch. of Inf. Sci. & Technol., Tokai Univ., Munakata, Japan
  • Volume
    44
  • Issue
    4
  • fYear
    2014
  • fDate
    Aug. 2014
  • Firstpage
    531
  • Lastpage
    536
  • Abstract
    Unlike conventional portable eye-tracking methods that estimate the position of the mounted camera using 2-D image coordinates, the techniques that are proposed here present richer information about person´s gaze when moving over a wide area. They also include visualizing scanpaths when the user with a head-mounted device makes natural head movements. We employ a Visual SLAM technique to estimate the head pose and extract environmental information. When the person´s head moves, the proposed method obtains a 3-D point-of-regard. Furthermore, scanpaths can be appropriately overlaid on image sequences to support quantitative analysis. Additionally, a 3-D environment is employed to detect objects of focus and to visualize an attention map.
  • Keywords
    SLAM (robots); cameras; gaze tracking; image sequences; pose estimation; 2D image coordinates; 3D point-of-regard estimation; SLAM technique; environmental information extraction; head pose estimation; head-mounted device; head-mounted eye-tracking system; image sequences; mounted camera position estimation; portable eye-tracking methods; real environment; Cameras; Equations; Head; Magnetic heads; Matrix decomposition; Simultaneous localization and mapping; Visualization; 3-D point-of-regard; Attention map; eye tracking; scanpath;
  • fLanguage
    English
  • Journal_Title
    Human-Machine Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    2168-2291
  • Type

    jour

  • DOI
    10.1109/THMS.2014.2318324
  • Filename
    6814953