DocumentCode
575104
Title
Facial morphology analysis for a genetic association study — A scheme of 3D face shape alignment
Author
Kitabayashi, Daisuke ; Duan, Guifang ; Tateyama, Tomoko ; Kimura, Ryosuke ; Chen, Yen-Wei
Author_Institution
Grad. Sch. of Sci. & Eng., Ritsumeikan Univ., Kusatsu, Japan
fYear
2011
fDate
Nov. 29 2011-Dec. 1 2011
Firstpage
870
Lastpage
873
Abstract
Recently, analysis of facial morphology and its relationship to genes has received considerable attention. In this paper, we present a scheme of 3D shape alignment for the morphological study of human face. We employ the Cylindrical Polar transform to sample the original 3D shape data which was obtained using the 3D laser scanner. By mapping the sampled data to a 2D image, we can obtain the shape feature points manually, then these feature points are mapped back to 3D coordinate and are used to 3D shape alignment based on Generalized Procrustes Analysis (GPA). The experimental results show the effectiveness of the proposed method for 3D shape alignment.
Keywords
biology computing; face recognition; feature extraction; genetics; optical scanners; shape recognition; transforms; 2D image; 3D face shape alignment scheme; 3D laser scanner; GPA; cylindrical polar transform; facial morphology analysis; generalized procrustes analysis; genetic association study; shape feature points; Equations; Face; Genetics; Humans; Mathematical model; Morphology; Shape; 3D alignment; Cylindrical Polar Representation; Facial morphorogy analysis; Generalized Procrustes Analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Sciences and Convergence Information Technology (ICCIT), 2011 6th International Conference on
Conference_Location
Seogwipo
Print_ISBN
978-1-4577-0472-7
Type
conf
Filename
6316740
Link To Document