The 3D Chinese head and face modeling

Perfect fit for people has always been a target for product design. Designers commonly use traditional anthropometric dimensions for 3D product design thus creating a lot of fitting problems when dealing with the complexities of human body shapes. The development of recent 3D anthropometric survey has created an opportunity for complex shape analysis on human model by collecting 3D scan data. Using 3D point cloud data from the SizeChina survey, a methodology of creating a homologous 3D head and face model was demonstrated in this study. Anatomical and virtual landmarks, and surface modeling algorithm based on point cloud data were applied in building the model. The head and face models for all scans had the same amount of vertices with consistent features. The average Chinese models showed obvious differences between male and female. The variations of head and face shapes were analyzed using Principal Component Analysis and the results showed that the largest variations among people were general size, especially for width and depth. However face height, forehead, back of the head, chin and jaw area were also important when describing the 3D shape. The results from this study may be useful in the design of head and facial products.

[1]  Ravindra S. Goonetilleke,et al.  Foot Shape Modeling , 2004, Hum. Factors.

[2]  Chang Shu,et al.  Consistent parameterization and statistical analysis of human head scans , 2009, The Visual Computer.

[3]  B Zhang,et al.  Representation of a human head with bi-cubic B-splines technique based on the laser scanning technique in 3D surface anthropometry. , 2004, Applied ergonomics.

[4]  C. Cacou Anthropometry of the head and face , 1995 .

[5]  Lili Du,et al.  New respirator fit test panels representing the current Chinese civilian workers. , 2009, The Annals of occupational hygiene.

[6]  Matthew Turk,et al.  A Morphable Model For The Synthesis Of 3D Faces , 1999, SIGGRAPH.

[7]  Ameersing Luximon,et al.  Foot landmarking for footwear customization , 2003, Ergonomics.

[8]  Marc Rioux,et al.  Characterizing human shape variation using 3D anthropometric data , 2006, The Visual Computer.

[9]  郑伟,et al.  Study on 3-dimentional digital measurement of face form in fighter pilots , 2005 .

[10]  G C Woo,et al.  Eye Position and Head Size in the Chinese Population: A Comparison of the Chinese from Hong Kong with the Chinese from Guangdong Province , 1992, Optometry and vision science : official publication of the American Academy of Optometry.

[11]  Frank B. ter Haar,et al.  A 3D face matching framework , 2008, 2008 IEEE International Conference on Shape Modeling and Applications.

[12]  Lindsay I. Smith,et al.  A tutorial on Principal Components Analysis , 2002 .

[13]  Chew Lim Tan,et al.  Anthropometric Modeling of Faces from Range Scans , 2007 .

[14]  Thomas Vetter,et al.  A morphable model for the synthesis of 3D faces , 1999, SIGGRAPH.

[15]  Makiko Kouchi,et al.  Analysis of 3D face forms for proper sizing and CAD of spectacle frames , 2004, Ergonomics.

[16]  Charlie C. L. Wang,et al.  From laser-scanned data to feature human model: a system based on fuzzy logic concept , 2003, Comput. Aided Des..

[17]  Zoran Popovic,et al.  The space of human body shapes: reconstruction and parameterization from range scans , 2003, ACM Trans. Graph..

[18]  Clarence E. Rash,et al.  Helmet-Mounted Displays: Design Issues for Rotary-Wing Aircraft , 2001 .

[19]  Cristian Lorenz,et al.  Generation of Point-Based 3D Statistical Shape Models for Anatomical Objects , 2000, Comput. Vis. Image Underst..

[20]  David P. Dobkin,et al.  The quickhull algorithm for convex hulls , 1996, TOMS.

[21]  Zheng Wei Study on 3-dimentional digital measurement of face form in fighter pilots , 2005 .

[22]  Yan Luximon,et al.  THE CHINESE FACE: A 3D ANTHROPOMETRIC ANALYSIS , 2010 .

[23]  Kathleen M. Robinette,et al.  The CAESAR project: a 3-D surface anthropometry survey , 1999, Second International Conference on 3-D Digital Imaging and Modeling (Cat. No.PR00062).

[24]  Anuj Srivastava,et al.  Statistical Shape Analysis , 2014, Computer Vision, A Reference Guide.

[25]  Chris Boehnen,et al.  3D Face Recognition Using 3D Alignment for PCA , 2006, 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'06).

[26]  A Coblentz,et al.  Three-dimensional face shape analysis of French adults, and its application to the design of protective equipment. , 1991, Ergonomics.

[27]  Don-Hee Han,et al.  Facial anthropometric dimensions of Koreans and their associations with fit of quarter-mask respirators. , 2003, Industrial health.

[28]  M. Rioux,et al.  A comparison between Chinese and Caucasian head shapes. , 2010, Applied ergonomics.

[29]  Chang Shu,et al.  Automatic Locating of Anthropometric Landmarks on 3D Human Models , 2006, Third International Symposium on 3D Data Processing, Visualization, and Transmission (3DPVT'06).

[30]  Sean Gallagher,et al.  Head-and-face anthropometric survey of Chinese workers. , 2008, The Annals of occupational hygiene.

[31]  Henry J. Lamousin,et al.  Feature based models for anatomical data fitting , 1995, Comput. Aided Des..

[32]  Hans-Peter Seidel,et al.  Automatic Generation of Subdivision Surface Head Models from Point Cloud Data , 2002, Graphics Interface.

[33]  Jing-Jing Fang,et al.  Automatic body feature extraction from a marker-less scanned human body , 2007, Comput. Aided Des..