Open Access

ARTICLE

Fingerprint Liveness Detection from Different Fingerprint Materials Using Convolutional Neural Network and Principal Component Analysis

Chengsheng Yuan^1,2,3, Xinting Li³, Q. M. Jonathan Wu³, Jin Li^4,5, Xingming Sun^1,2

1 School of Computer and Software, Nanjing University of Information Science & Technology, Ning Liu Road, No. 219, Nanjing, China, 210044
2 Jiangsu Engineering Center of Network Monitoring, Ning Liu Road, No. 219, Nanjing, China, 210044
3 Department of Electrical and Computer Engineering, University of Windsor, 401 Sunset Avenue, Windsor, ON, Canada N9B 3P4
4 School of Computer Science, Guangzhou University, Yudongxi Road 36, Tianhe District, Guangzhou, China, 510500.
5 The corresponding author: Jin Li, E-mail: jinli71@gmail.com