Face Liveness Detection by rPPG Features and Contextual Patch-Based CNN

Author:

Lin Bofan1,Li Xiaobai1,Yu Zitong1,Zhao Guoying1

Affiliation:

1. CMVS, University of Oulu, Oulu, Finland

Funder

Academy of Finland

Infotech Oulu

Business Finland

Publisher

ACM Press

Reference35 articles.

1. F. Schroff, D. Kalenichenko, and J. Philbin. 2015. Facenet: A unified embedding for face recognition and clustering. In Conference on Computer Vision and Pattern Recognition.

2. L. Tran, X. Yin, and X. Liu. 2017. Disentangled representation learning GAN for pose-invariant face recognition. In Conference on Computer Vision and Pattern Recognition.

3. J. Maatta, A. Hadid, M. Pietikainen. Face spoofing detection from single images using texture and local shape analysis. IET Biometrics 1 (1) (2012) 3--10.

4. J. Li, Y. Wang, T. Tan, A.K. Jain. 2004. Live face detection based on the analysis of fourier spectra. In Defense and Security, International Society for Optics and Photonics, 2004, pp. 296--303.

5. X. Li, J. Komulainen, G. Zhao. Generalized face anti-spoofing by detecting pulse from face videos. 23rd Int. Conf. Pattern Recognition (ICPR), 2016.

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