A review of recent advances in 3D face recognition

Jing Luo; Shuze Geng; Zhaoxia Xiao; Chunbo Xiu

doi:10.1117/12.2178750

4 March 2015 A review of recent advances in 3D face recognition

Jing Luo, Shuze Geng, Zhaoxia Xiao, Chunbo Xiu

Proceedings Volume 9443, Sixth International Conference on Graphic and Image Processing (ICGIP 2014); 944303 (2015) https://doi.org/10.1117/12.2178750
Event: Sixth International Conference on Graphic and Image Processing (ICGIP 2014), 2014, Beijing, China

Abstract

Face recognition based on machine vision has achieved great advances and been widely used in the various fields. However, there are some challenges on the face recognition, such as facial pose, variations in illumination, and facial expression. So, this paper gives the recent advances in 3D face recognition. 3D face recognition approaches are categorized into four groups: minutiae approach, space transform approach, geometric features approach, model approach. Several typical approaches are compared in detail, including feature extraction, recognition algorithm, and the performance of the algorithm. Finally, this paper summarized the challenge existing in 3D face recognition and the future trend. This paper aims to help the researches majoring on face recognition.

Citation Download Citation

Jing Luo, Shuze Geng, Zhaoxia Xiao, and Chunbo Xiu "A review of recent advances in 3D face recognition", Proc. SPIE 9443, Sixth International Conference on Graphic and Image Processing (ICGIP 2014), 944303 (4 March 2015); https://doi.org/10.1117/12.2178750

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