• DocumentCode
    152695
  • Title

    3D cow identification in cattle farms

  • Author

    Arslan, Ahmet Cumhur ; Akar, Mehmet ; Alagoz, Fatih

  • fYear
    2014
  • fDate
    23-25 April 2014
  • Firstpage
    1347
  • Lastpage
    1350
  • Abstract
    The increased consumption of the society necessiates increased use of automation in larger animal farms which require new monitoring and tracking systems in order to observe the general health and instantaneous state of the herds. In this paper, we propose a Kinect based system, that is capable of identifying individual animals in a cattle farm from their 3D visual appearences. Since the proposed solution depends only on the shape information, animals with the same color are recognized successfully even in poor lighting conditions. Furthermore, as no markers or external devices such as tags are utilized, the natural behavior of the animals is affected in a minimal way.
  • Keywords
    automation; identification; image recognition; image sensors; monitoring; tracking; 3D cow identification; 3D visual appearences; Kinect based system; cattle farms; color recognition; external devices; lighting conditions; markers devices; monitoring systems; natural behavior; shape information; tracking systems; Conferences; Cows; Global Positioning System; Monitoring; Signal processing; Three-dimensional displays; 3D; Kinect; cattle; farm; identification;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing and Communications Applications Conference (SIU), 2014 22nd
  • Conference_Location
    Trabzon
  • Type

    conf

  • DOI
    10.1109/SIU.2014.6830487
  • Filename
    6830487