A Benchmark 3D Fingerprint Database
Fingerprint biometric is one of the most successful biometrics applied in both forensic law enforcement and security applications.Recent developments in fingerprint acquisition technology have resulted in touchless live scan devices that generate 3D representation of fingerprints,and thus can overcome the deformation and smearing problems caused by conventional contact-based acquisition techniques.However,there are yet no 3D full fingerprint databases with their corresponding 2D prints for fingerprint biometric research.This paper presents a 3D fingerprint database we have established in order to investigate the 3D fingerprint biometric comprehensively.It consists of 3D fingerprints as well as their corresponding 2D fingerprints captured by two commercial fingerprint scanners from 150 subjects in Australia.Besides,we have tested the performance of 2D fingerprint verification,3D fingerprint verification,and 2D to 3D fingerprint verification.The results show that more work is needed to improve the performance of 2D to 3D fingerprint verification.In addition,the database is expected to be released publicly in late 2014.
Wei Zhou Jiankun Hu Ian Petersen Song Wang Mohammed Bennamoun
School of Engineering and Information Technology University of New South Wales Canberra, Australia 2 School of Engineering and Mathematical Sciences LaTrobe University Melbourne, Australia 3086 School of Computer Science and Software Engineering University of Western Australia Perth, Australia
国际会议
厦门
英文
947-952
2014-08-19（万方平台首次上网日期，不代表论文的发表时间）