• DocumentCode
    353255
  • Title

    Neuro-based human-face recognition with 2-dimensional discrete Walsh transform

  • Author

    Yoshida, Masahiro ; Kamio, Takeshi ; Asai, Hideki

  • Author_Institution
    Dept. of Syst. Eng., Shizuoka Univ., Hamamatsu, Japan
  • Volume
    3
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    315
  • Abstract
    Conventional face image recognition has been done based on the extraction techniques of many features such as shapes and relations among the positions of eyes, mouth, nose and so on. However, it is difficult to extract many features because the human face has an unclear shadow. In addition, the extracted features resemble each other among face images. Therefore, face images recognition for many persons is difficult. In this research, we try to recognize face images for many persons by using a multi-layer neural network and 2-dimensional discrete Walsh transform. This face image recognition is also able to discriminate unlearnt face images
  • Keywords
    Hadamard matrices; face recognition; multilayer perceptrons; transforms; 2 dimensional discrete Walsh transform; 2D discrete Walsh transform; multi-layer neural network; neuro-based human-face recognition; Discrete transforms; Eyes; Face recognition; Feature extraction; Humans; Image recognition; Mouth; Multi-layer neural network; Nose; Shape;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 2000. IJCNN 2000, Proceedings of the IEEE-INNS-ENNS International Joint Conference on
  • Conference_Location
    Como
  • ISSN
    1098-7576
  • Print_ISBN
    0-7695-0619-4
  • Type

    conf

  • DOI
    10.1109/IJCNN.2000.861323
  • Filename
    861323