3D face recognition via conformal representation

Junhui Han; Chi Fang; Xiaoqing Ding; Jian Sun; Xianfeng D. Gu

doi:10.1117/12.2039542

6 March 2014 3D face recognition via conformal representation

Junhui Han, Chi Fang, Xiaoqing Ding, Jian Sun, Xianfeng D. Gu

Proceedings Volume 9013, Three-Dimensional Image Processing, Measurement (3DIPM), and Applications 2014; 901308 (2014) https://doi.org/10.1117/12.2039542
Event: IS&T/SPIE Electronic Imaging, 2014, San Francisco, California, United States

Abstract

In this paper, we propose a 3D face recognition approach based on the conformal representation of facial surfaces. Firstly, facial surfaces are mapped onto the 2D unit disk by Riemann mapping. Their conformal representation (i.e. the pair of mean curvature (MC) and conformal factor (CF) ) are then computed and encoded to Mean Curvature Images (MCIs) and Conformal Factor Images (CFIs). Considering that different regions of face deform unequally due to expression variation, MCIs and CFIs are divided into five parts. LDA is applied to each part to obtain the feature vector. At last, five parts are fused on the distance level for recognition. Extensive experiments carried out on the BU-3DFE database demonstrate the effectiveness of the proposed approach.

Citation Download Citation

Junhui Han, Chi Fang, Xiaoqing Ding, Jian Sun, and Xianfeng D. Gu "3D face recognition via conformal representation", Proc. SPIE 9013, Three-Dimensional Image Processing, Measurement (3DIPM), and Applications 2014, 901308 (6 March 2014); https://doi.org/10.1117/12.2039542

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