• DocumentCode
    3079423
  • Title

    Detection and expression classification systems for face images (FADECS)

  • Author

    Stathopoulou, I.-O. ; Tsihrintzis, G.A.

  • Author_Institution
    Dept. of Inf., Piraeus Univ., Greece
  • fYear
    2005
  • fDate
    2-4 Nov. 2005
  • Firstpage
    353
  • Lastpage
    358
  • Abstract
    Towards building new, friendlier human-computer interaction systems and multimedia interactive services systems, we developed a neural network-based image processing system (called FADECS), which first determines automatically whether or not there are any faces in given images and, if so, returns the location and extent of each face. Next, FADECS uses neural network-based classifiers which allow the classification of several facial expressions from features that we develop and describe.
  • Keywords
    face recognition; human computer interaction; image classification; multimedia systems; neural nets; object detection; face images detection and expression classification systems; human-computer interaction systems; multimedia interactive services systems; neural network-based classifiers; neural network-based image processing system; Artificial neural networks; Face detection; Face recognition; Humans; Image processing; Informatics; Instruments; Multimedia systems; Neural networks; Psychology;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Systems Design and Implementation, 2005. IEEE Workshop on
  • ISSN
    1520-6130
  • Print_ISBN
    0-7803-9333-3
  • Type

    conf

  • DOI
    10.1109/SIPS.2005.1579892
  • Filename
    1579892