Title :
Hiding a face in a fingerprint image
Author :
Jain, Anil K. ; Uludag, Umut ; Hsu, Rein-Lien
Author_Institution :
Comput. Sci. & Eng. Dept., Michigan State Univ., East Lansing, MI, USA
Abstract :
With the wide spread utilization of biometric identification systems, establishing the authenticity of biometric data itself has emerged as an important research issue. We present a fingerprint image watermarking method that can embed facial information into host fingerprint images. This scheme has the advantage that in addition to fingerprint matching, the recovered face during the decoding can be used to establish the authenticity of the fingerprint and the user. By computing the ROC curves on a fingerprint database of 160 individuals, we show the advantages of the proposed watermarking scheme. Further, our scheme does not introduce any significant degradation in the fingerprint matching performance.
Keywords :
data encapsulation; decoding; fingerprint identification; image reconstruction; watermarking; authenticity; biometric systems; decoding; embed facial information; fingerprint image watermarking; fingerprint matching; image recovery; Bioinformatics; Biometrics; Cryptography; Data engineering; Data security; Decoding; Fingerprint recognition; Image matching; Information security; Watermarking;
Conference_Titel :
Pattern Recognition, 2002. Proceedings. 16th International Conference on
Print_ISBN :
0-7695-1695-X
DOI :
10.1109/ICPR.2002.1048100