Title :
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
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;
Conference_Titel :
Measurement, Information and Control (ICMIC), 2013 International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4799-1390-9
DOI :
10.1109/MIC.2013.6758046
