Title :
An individualized system for face ageing and facial expressions modeling based on 3D practical faces data
Author :
Buu Long Au ; Quoc Ngoc Ly ; Hoang Pham Minh
Abstract :
In this paper, we developed an automatic system for face ageing and facial expressions modeling using 3D practical faces data. As opposed to previous works, our face ageing system individualized the ageing function based on gender and age groups. Facial expressions are modeled by a muscle system which is improved by our new interpolated formula using characteristic parameters for the structure of each face. Our experiments which were performed on a practical training data set with 3D-face in neutral expression of each person at one age have shown that the effectiveness and efficiency of proposed methods in face ageing and face expressions modeling.
Keywords :
image classification; interpolation; solid modelling; 3D practical faces data; age group classifier; ageing function; characteristic parameters; face ageing system; facial expressions modeling; gender group classifier; interpolated formula; muscle system; Aging; Data models; Muscles; Shape; Solid modeling; Training; Vectors; 3D Morphable Model (3DMM); Active Appearance Model (AAM); Face ageing; Facial expressions modeling; individualized ageing function; muscle system;
Conference_Titel :
Control, Automation and Information Sciences (ICCAIS), 2012 International Conference on
Conference_Location :
Ho Chi Minh City
Print_ISBN :
978-1-4673-0812-0
DOI :
10.1109/ICCAIS.2012.6466626