• DocumentCode
    1760350
  • Title

    Integrating the Microsoft Kinect With Simulink: Real-Time Object Tracking Example

  • Author

    Fabian, Joshua ; Young, Terry ; Peyton Jones, James C. ; Clayton, Garrett M.

  • Author_Institution
    Dept. of Mech. Eng., Villanova Univ., Villanova, PA, USA
  • Volume
    19
  • Issue
    1
  • fYear
    2014
  • fDate
    Feb. 2014
  • Firstpage
    249
  • Lastpage
    257
  • Abstract
    The introduction of low-cost, relatively high-resolution 3-D sensing systems, like the Microsoft Kinect, has considerable potential in autonomous system applications. One of the impediments to wider Kinect application development is that the available Kinect drivers define C language interfaces. To help fully realize the Kinect´s potential, the aims of this paper are 1) to develop a “VU-Kinect ” block which provides easy access to the sensor´s camera and depth image streams, and which enables them to be incorporated seamlessly within a higher level, Simulink-based, image-processing and real-time control strategy; 2) to address implementation issues associated with the Kinect, such as sensor calibration; and 3) to show the utility of both the VU-Kinect block and the Kinect itself through a simple 3-D object tracking example.
  • Keywords
    calibration; device drivers; image colour analysis; image sensors; object tracking; C language interfaces; Microsoft Kinect drivers; RGB-D cameras; Simulink-based image-processing strategy; VU-Kinect block; autonomous system applications; depth image streams; high-resolution 3D sensing systems; real-time control strategy; real-time object tracking; sensor calibration; sensor camera; Calibration; Cameras; Mathematical model; Real-time systems; Robot sensing systems; Software packages; Streaming media; Kinect; RGB-D cameras; Simulink; vision systems;
  • fLanguage
    English
  • Journal_Title
    Mechatronics, IEEE/ASME Transactions on
  • Publisher
    ieee
  • ISSN
    1083-4435
  • Type

    jour

  • DOI
    10.1109/TMECH.2012.2228010
  • Filename
    6384789