• DocumentCode
    1570198
  • Title

    Fast Robust Eigen-Background Updating for Foreground Detection

  • Author

    Ruonan Li ; Yu Chen ; Xudong Zhang

  • Author_Institution
    Dept. of Electron. Eng., Tsinghua Univ., Beijing, China
  • fYear
    2006
  • Firstpage
    1833
  • Lastpage
    1836
  • Abstract
    A fast robust eigen-background update algorithm is proposed for foreground object detection. The update procedure involves no eigen decomposition, thus faster than former eigen-background based algorithms. Meanwhile, the algorithm can robustly maintain the desired background model, resistant to outlying objects.
  • Keywords
    object detection; eigen-background updating; foreground object detection; Covariance matrix; Image reconstruction; Layout; Maintenance engineering; Matrix decomposition; Object detection; Pixel; Principal component analysis; Robustness; Yttrium; Object detection; Robustness;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 2006 IEEE International Conference on
  • Conference_Location
    Atlanta, GA
  • ISSN
    1522-4880
  • Print_ISBN
    1-4244-0480-0
  • Type

    conf

  • DOI
    10.1109/ICIP.2006.312836
  • Filename
    4106909
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1570198