Title :
Probability of a unique crypto key generation based on finger´s different images with two scanners
Author :
Ma, Guoqiang ; Liu, Juan ; Ni, Bin
Author_Institution :
Sch. of Comput., Wuhan Univ., Wuhan, China
Abstract :
In practical cases, one finger is always scanned with different scanners at different time, which generates different fingerprint images. The key issue of the fingerprint-based cryptosystem is how to realize a unique crypto key from a fingerprint feature data which may differ from scanner to scanner. In this paper, the main difference between the fingerprint key-generation cryptosystems and the fingerprint-based recognition system was studied and a crypto key generation scheme based on one fingerprint image was proposed. The experimental results showed that about forty percent fingers can generate a same crypto key even if the images are from different scanners. That is to say, a unique crypto key could be generated based on different fingerprint images of one finger even these images were scanned with different scanners. This means the efforts of future work should be the technology of image quality checking and key generation scheme.
Keywords :
feature extraction; fingerprint identification; image scanners; private key cryptography; public key cryptography; finger scanners; fingerprint based recognition system; fingerprint feature data; fingerprint images; fingerprint key-generation cryptosystems; image quality; Biometrics; Cryptography; Fingerprint recognition; Fingers; Image matching; Image quality; biocryptography; biometrics; fingerprint; key generation; minutiae topology;
Conference_Titel :
Pattern Recognition (ACPR), 2011 First Asian Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4577-0122-1
DOI :
10.1109/ACPR.2011.6166527