• DocumentCode
    254731
  • Title

    Persistent People Tracking and Face Capture over a Wide Area

  • Author

    Medioni, Gerard ; Yinghao Cai

  • Author_Institution
    Inst. for Robot. & Intell. Syst., Univ. of Southern California, Los Angeles, CA, USA
  • fYear
    2014
  • fDate
    23-28 June 2014
  • Firstpage
    714
  • Lastpage
    715
  • Abstract
    Persistent people tracking over a wide area is important for many applications and has received much attention in recent years. For real-time and forensic applications, it is very helpful to capture the facial images of people tracked. In this paper, we address the problem of people tracking and face capture over a wide area. First, we propose a people tracking and face capture system using a single PTZ camera. The availability of high resolution facial images opens up new opportunities for further biometric analysis. Then, we present a new solution to persistent people tracking across multiple cameras with non-overlapping fields of view. The development of these methods should provide new insights into long-term people tracking over a wide area.
  • Keywords
    cameras; face recognition; image resolution; tracking; PTZ camera; biometric analysis; face capture system; high resolution facial images; nonoverlapping fields of view; persistent people tracking; Cameras; Context; Face; Face detection; Target tracking; Visualization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Vision and Pattern Recognition Workshops (CVPRW), 2014 IEEE Conference on
  • Conference_Location
    Columbus, OH
  • Type

    conf

  • DOI
    10.1109/CVPRW.2014.109
  • Filename
    6910059