Title :
An Error Driven 3D Face Modeling Scheme Based on Partial Differential Equations
Author :
Wang, Chuanjun ; Shi, Zhenfeng ; Niu, Xiamu
Author_Institution :
Shenzhen Grad. Sch., Harbin Inst. of Technol., Shenzhen, China
Abstract :
With the rapid development of computer graphics, the Partial Differential Equations (PDE) based geometry reconstruction technique has recently been considered as a powerful tool for 3D face modeling. However, the challenge on the accuracy of the reconstructed 3D face still exists due to the diversity of facial expressions. In this paper, an error driven 3D face modeling scheme based on PDE is proposed. Given a required error threshold, the proposed 3D face modeling scheme will dynamically select the boundary curves and iteratively approach to the required PDE based 3D face model under the control of the error distribution strategy. Experiments have shown the feasibility of the proposed scheme. And the generated 3D face model features the higher flexibility and the descriptive ability.
Keywords :
computational geometry; curve fitting; error analysis; face recognition; partial differential equations; solid modelling; boundary curve; computer graphic; error driven 3D face modeling; geometry reconstruction; iterative approach; partial differential equation; Accuracy; Face; Image reconstruction; Mathematical model; Resource management; Solid modeling; Three dimensional displays; 3D face modeling; 3D face represntation; Partial differential equations;
Conference_Titel :
Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP), 2010 Sixth International Conference on
Conference_Location :
Darmstadt
Print_ISBN :
978-1-4244-8378-5
Electronic_ISBN :
978-0-7695-4222-5
DOI :
10.1109/IIHMSP.2010.115