• DocumentCode
    535478
  • Title

    Measurement and classification of shanghai female face shape based on 3D image feature

  • Author

    Yanqiu Xu ; Jianxin Qiu ; Ling Ma

  • Author_Institution
    Inst. of Clothing Technol., Shanghai Univ. of Eng. Sci., Shanghai, China
  • Volume
    6
  • fYear
    2010
  • fDate
    16-18 Oct. 2010
  • Firstpage
    2588
  • Lastpage
    2592
  • Abstract
    Define faces temporal width, bizygomatic breadth, mandibular breadth, maxilla-chin breadth, physiognomic facial length as the key characteristic parameters of face classification, which based on anthropometry, image feature and mathematical statistics theory. Characteristic data of face shapes for 201 cases of shanghai female college students are extracted through 3D non-contact image measurement. Young female in shanghai are divided into 8 kinds of face shapes by cluster analysis using SPSS software. And the proportion of various face shape is: round face and diamond shape face account for the largest proportion, heart-shape face account for the smallest proportion, melon seeds face, pear face and long face is the second, square face and ellipse face account for intermediate proportion. Finally, analysis of variance of each index and chi-square test of data prove reasonable selection of sample and facial index, scientific classification of human faces. The conclusions provide the engineering and aesthetics basis for anthropology and biomedical.
  • Keywords
    face recognition; image classification; pattern clustering; shape measurement; shape recognition; statistical analysis; 3D image feature; SPSS software; Shanghai female face shape classification; Shanghai female face shape measurement; bizygomatic breadth; chi-square test; cluster analysis; faces temporal width; mandibular breadth; mathematical statistics theory; maxilla-chin breadth; physiognomic facial length; variance analysis; Diamond-like carbon; Face; Feature extraction; Humans; Indexes; Shape; Shape measurement; cluster analysis; face index; face shape; measurement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image and Signal Processing (CISP), 2010 3rd International Congress on
  • Conference_Location
    Yantai
  • Print_ISBN
    978-1-4244-6513-2
  • Type

    conf

  • DOI
    10.1109/CISP.2010.5648207
  • Filename
    5648207