• DocumentCode
    118801
  • Title

    KWIVER: An open source cross-platform video exploitation framework

  • Author

    Fieldhouse, Keith ; Leotta, Matthew J. ; Basharat, Arslan ; Blue, Russell ; Stoup, David ; Atkins, Charles ; Sherrill, Linus ; Boeckel, Benjamin ; Tunison, Paul ; Becker, Jacob ; Dawkins, Matthew ; Woehlke, Matthew ; Collins, Roderic ; Turek, Matt ; Hoogs

  • Author_Institution
    Kitware, Inc., Clifton Park, NY, USA
  • fYear
    2014
  • fDate
    14-16 Oct. 2014
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    We introduce KWIVER, a cross-platform video exploitation framework that Kitware has begun releasing as open source. Kitware is utilizing a multi-tiered open-source approach to reach as wide an audience as possible. Kitware´s government-funded efforts to develop critical defense technology will be released back to the defense community via Forge.mil, a government open source repository. Infrastructure, algorithms, and systems without release restrictions will be provided to the larger video analytics community via kwiver.org and GitHub. Our goal is to provide a video analytics technology baseline for repeatable and reproducible experiments and to serve as a framework for the development of computer vision and machine learning systems. We hope that KWIVER will provide a focal point for collaboration and contributions from groups across the community.
  • Keywords
    computer vision; learning (artificial intelligence); video signal processing; GitHub; KWIVER; Kitware; computer vision; government open source repository; machine learning system; multi-tiered open-source approach; open source cross-platform video exploitation framework; video analytics community; Communities; Computer vision; Government; Learning systems; Libraries; Software;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Applied Imagery Pattern Recognition Workshop (AIPR), 2014 IEEE
  • Conference_Location
    Washington, DC
  • Type

    conf

  • DOI
    10.1109/AIPR.2014.7041910
  • Filename
    7041910