DocumentCode
637210
Title
3D depth analysis of human faces
Author
Jingu Heo
Author_Institution
Samsung Adv. Inst. of Technol., Yongin, South Korea
fYear
2013
fDate
10-12 June 2013
Firstpage
1
Lastpage
4
Abstract
We provide an important analysis of depth variation of human faces. Throughout an extensive analysis of 3D face shapes, we claim that 3D depth information (z) of faces is not significantly changing and can be synthesized from another person´s depth or a generic depth information. We also show that gender and ethnicity specific average depth models can approximate the 3D shape of the input face image more accurately, achieving a better generalization of 3D face modeling and reconstruction compared to a global average depth model.
Keywords
image reconstruction; solid modelling; 3D depth analysis; 3D depth information; 3D face modeling; 3D face reconstruction; 3D face shape; depth variation; ethnicity specific average depth model; face image; gender specific average depth model; generic depth information; human face; Correlation; Image reconstruction; Principal component analysis; Shape; Solid modeling; Three-dimensional displays; Vectors; Face Modeling; Facial Depth Analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
IVMSP Workshop, 2013 IEEE 11th
Conference_Location
Seoul
Type
conf
DOI
10.1109/IVMSPW.2013.6611920
Filename
6611920
Link To Document