AI and Cloud Computing

Chapter Five: Fingerprint liveness detection using an improved CNN with the spatial pyramid pooling structure

Chengsheng Yuan^a,b; Qi Cui^a; Xingming Sun^a; Q.M. Jonathan Wu^b; Sheng Wu^c,*    ^a School of Computer and Software, Nanjing University of Information Science and Technology, Nanjing, China^b Department of Electrical and Computer Engineering, University of Windsor, Windsor, ON, Canada^c Chinese Academy of Sciences, Beijing, China^⁎ Corresponding author: email address: [e-mail]

Abstract

While fingerprint identification systems have been widely applied to daily life, how to protect them from presentation attacks has become a hot topic in the field of biometric verification. A feasible strategy of fingerprint recognition, called ...