• DocumentCode
    3648984
  • Title

    A novel approach for face expressions recognition

  • Author

    Simona Maria Banu;Gabriel Mihail Danciu; Răzvan Gabriel Boboc;Horaţiu Moga;Cristiana Bălany

  • Author_Institution
  • fYear
    2012
  • Firstpage
    537
  • Lastpage
    541
  • Abstract
    In this paper a new method for face expression recognition is presented. Haar functions are used for face, eyes and mouth detection; edge detection for extracting the eyes correctly, and finally, Bezier curves to approximate the extracted regions. Then, a set of consecrated distances for each face type is extracted, set that will serve as training input for a multilayer neural network. We analyze the input data using a feed-forward neural network, trained and used for determining the class (Angry, Disgust, Fear, Happy, Neutral or Sad) of an arbitrary facial expression.
  • Keywords
    "Face","Mouth","Neural networks","Feature extraction","Face recognition","Training","Skin"
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems and Informatics (SISY), 2012 IEEE 10th Jubilee International Symposium on
  • Print_ISBN
    978-1-4673-4751-8
  • Type

    conf

  • DOI
    10.1109/SISY.2012.6339580
  • Filename
    6339580