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
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;
Conference_Titel :
Image and Signal Processing (CISP), 2010 3rd International Congress on
Conference_Location :
Yantai
Print_ISBN :
978-1-4244-6513-2
DOI :
10.1109/CISP.2010.5648207