A novel scheme for 3D face recognition based on partial differential equations

Author

Lin Kezheng ; Liu Shuai ; Cheng Weiyue

Author_Institution

Dept. of Comput. Sci. & Technol., Harbin Univ. of Sci. & Technol., Harbin, China

Volume

01

fYear

2013

fDate

16-18 Aug. 2013

Firstpage

647

Lastpage

652

Abstract

In this paper, we proposed a novel scheme to recognize 3D face based on partial differential equations (PDE). We proposed a novel distance between two boundary curves using the difference of the corresponding Fourier series coefficients. The distance of each adjacent boundary curves is taken as the feature of 3D face for recognition. Moreover, resemblance distance algorithm is applied for recognition. Experiment results and analysis show that the proposed scheme has a high identification rate in neutral 3D face database.

Keywords

Fourier series; curve fitting; face recognition; partial differential equations; 3D face recognition; Fourier series coefficient; PDE; adjacent boundary curve; boundary curves; neutral 3D face database; partial differential equations; resemblance distance algorithm; Databases; Face; Face recognition; Facial animation; Splines (mathematics); Surface treatment; Testing; 3D Face Recognition; Partial Differential Equations; Surface Reconstruction;

fLanguage

English

Publisher

ieee

Conference_Titel

Measurement, Information and Control (ICMIC), 2013 International Conference on

Conference_Location

Harbin

Print_ISBN

978-1-4799-1390-9

Type

conf

DOI

10.1109/MIC.2013.6758046

Filename

6758046