• DocumentCode
    1886902
  • Title

    Marketing data collection from face images using neural networks

  • Author

    Nakano, M. ; Yasukata, F. ; Fukumi, Minoru

  • Author_Institution
    Fukuoka Prefectural Univ., Japan
  • fYear
    2005
  • fDate
    18-20 May 2005
  • Firstpage
    19
  • Abstract
    Summary form only given. In the marketing field, it is very useful to collect the customer data of age and gender etc. For gender and age classification, this study focuses on the edge information that consists of all wrinkles in a face and also a neck. A density histogram in which the value of the edge intensity of the vertical direction and the horizontal direction in an image is greater than a threshold value is computed by using the edge information. They are treated as input data to a neural network. This classification is used on a face image database in which are the collected face images of people 15-64 years old. In order to show the effectiveness of the proposed method, computer simulations are carried out using these face images.
  • Keywords
    edge detection; face recognition; image classification; marketing data processing; neural nets; statistical analysis; age classification; density histogram; edge intensity; face images; gender classification; marketing data collection; neck; neural networks; wrinkles; Computer simulation; Histograms; Image databases; Neck; Neural networks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Nonlinear Signal and Image Processing, 2005. NSIP 2005. Abstracts. IEEE-Eurasip
  • Conference_Location
    Sapporo
  • Print_ISBN
    0-7803-9064-4
  • Type

    conf

  • DOI
    10.1109/NSIP.2005.1502242
  • Filename
    1502242