Title :
Generating registration-free cancelable fingerprint templates based on Minutia Cylinder-Code representation
Author :
Ning Zhang ; Xin Yang ; Yali Zang ; Xiaofei Jia ; Jie Tian
Author_Institution :
Inst. of Autom., Beijing, China
fDate :
Sept. 29 2013-Oct. 2 2013
Abstract :
Cancelable biometrics has become an indispensable technique during biometric authentication. There have been several prior attempts to construct cancelable fingerprint templates. However, existing schemes have not provided a satisfying trade off between performance and security. In this paper, we proposed two novel approaches to construct registration-free cancelable fingerprint templates based on Minutia Cylinder Code, which is the state of the art local representation for fingerprint. And experiments show that the two approaches provide good results in terms of three criteria: performance, unlinkability and irreversibility.
Keywords :
fingerprint identification; image registration; image representation; biometric authentication; cancelable biometrics; irreversibility criteria; minutia cylinder-code representation; performance criteria; registration-free cancelable fingerprint template generation; unlinkability criteria; Algorithm design and analysis; Authentication; Cryptography; Iris recognition; Vectors;
Conference_Titel :
Biometrics: Theory, Applications and Systems (BTAS), 2013 IEEE Sixth International Conference on
Conference_Location :
Arlington, VA
DOI :
10.1109/BTAS.2013.6712731