Title :
A Spherical Cover Algorithm to Reconstruct 3D Face Model
Author :
Zhu Xinyi ; Geng Guohua ; Wen Chao
Author_Institution :
Inf. Sch., Northwest Univ., Xi´an, China
Abstract :
In this paper, we propose a face reconstruction algorithm from CT images based on a spherical cover algorithm. First we present an algorithm to simplify the data points of CT data. Then we use the simplified data to reconstruct 3D face model based on a spherical cover algorithm. We define a function to determine the radii of the covering spheres and then connect the centers of the spheres to reconstruct one 3D face model, which is an entry of our face database. Finally Principal Component Analysis is used to generate a statistical face model. By changing the parameters of the statistical model, a specific face can be deformed from the statistical model. The experimental results have showed great effects compared to other algorithm.
Keywords :
face recognition; image reconstruction; principal component analysis; solid modelling; 3D face model; CT images; face reconstruction algorithm; principal component analysis; spherical cover algorithm; statistical face model; Computational modeling; Computed tomography; Face; Image reconstruction; Principal component analysis; Solid modeling; Three dimensional displays; 3D face model; CT images; Principal Component Analysis (PCA); reconstruction; statistical model;
Conference_Titel :
Image and Graphics (ICIG), 2011 Sixth International Conference on
Conference_Location :
Hefei, Anhui
Print_ISBN :
978-1-4577-1560-0
Electronic_ISBN :
978-0-7695-4541-7
DOI :
10.1109/ICIG.2011.90
