• DocumentCode
    467161
  • Title

    Improving Face Detection with TOF Cameras

  • Author

    Hansen, Dan Witzner ; Larsen, R. ; Lauze, F.

  • Author_Institution
    Tech. Univ. of Denmark, Lyngby
  • Volume
    1
  • fYear
    2007
  • fDate
    13-14 July 2007
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    A face detection method based on a boosted classifier using images from a time-of-flight sensor is presented. We show that the performance of face detection can be improved when using both depth and gray scale images and that the common use of integration of hypotheses for verification can be relaxed. Based on the detected face we employ an active contour method on depth images for full head segmentation.
  • Keywords
    cameras; face recognition; image classification; TOF cameras; boosted classifier images; face detection; hypotheses integration; time-of-flight sensor; Active contours; Cameras; Face detection; Head; Image recognition; Image sensors; Lighting; Object detection; Robustness; Support vector machines;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signals, Circuits and Systems, 2007. ISSCS 2007. International Symposium on
  • Conference_Location
    Iasi
  • Print_ISBN
    1-4244-0968-3
  • Type

    conf

  • DOI
    10.1109/ISSCS.2007.4292692
  • Filename
    4292692
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=467161