Other

    Real-Time Classification of Gestures Using Kinect, with Emphasis on Dance (US)

    Language:
    English
    Gamefest 2011 Presentation
    • Version:

      1.0

      File Name:

      Kinect_Real_Time_Classification_of_Gestures_Using_Kinect_with_Emphasis_on_Dance_US.zip

      Date Published:

      11/14/2011

      File Size:

      65.2 MB

        We developed a system to quickly recognize dance gestures by using Kinect skeletal motion. Key components include a low-dimensional angular representation of the skeleton, a cascaded correlation-based classifier for multivariate time-series data, and a distance metric based on dynamic time-warping. We train the classifier on a benchmark comprising 28 gesture classes and hundreds of recorded gesture instances, and obtain an average accuracy of 95 percent for approximately 4-second skeletal motion recordings. Most gestures can be distinguished in 1 to 2 seconds.
    • Supported Operating System

      Windows 7

        PowerPoint, WMA
      • PowerPoint presentation and WMA

    Popular downloads

    Loading your results, please wait...

    Free PC updates

    • Security patches
    • Software updates
    • Service packs
    • Hardware drivers

    Microsoft suggests

    The power of Office. Everywhere. Learn more.
    The power of Office. Everywhere.
    Start your free month of Office 365 now.
    Learn more