Multimodal Biometric System Based on Fingerprint Identification and Iris Recognition

Mono modal biometric systems encounter a variety of security problems and present sometimes unacceptable error rates. Some of these drawbacks can be overcome by setting up multimodal biometric systems. Multimodal biometrics consists in combining two or more biometric modalities in a single identification system to improve the recognition accuracy. However features of different biometrics have to be statistically independent. This paper proposes a multimodal biometric systems using fingerprint and iris recognition.

[1]  G. Aguilar,et al.  Fingerprint Recognition , 2007, Second International Conference on Internet Monitoring and Protection (ICIMP 2007).

[2]  Fabien Parrain Capteur intégré tactile d'empreintes digitales à microstructures piezorésistives. (Fingerprint sensor using piezoresistive microstructures) , 2002 .

[3]  Anil K. Jain,et al.  Integrating Faces and Fingerprints for Personal Identification , 1998, IEEE Trans. Pattern Anal. Mach. Intell..

[4]  Kevin W. Bowyer,et al.  Optimizations in iris recognition , 2007 .

[5]  E. Mayoraz,et al.  Fusion of face and speech data for person identity verification , 1999, IEEE Trans. Neural Networks.

[6]  Anil K. Jain,et al.  Handbook of Fingerprint Recognition , 2005, Springer Professional Computing.

[7]  Dario Maio,et al.  Direct Gray-Scale Minutiae Detection In Fingerprints , 1997, IEEE Trans. Pattern Anal. Mach. Intell..

[8]  R. Ostrovsky,et al.  Fingerprint Recognition , 2008 .

[9]  SUMMARY OF NIST STANDARDS FOR BIOMETRIC ACCURACY, TAMPER RESISTANCE, AND INTEROPERABILITY , 2002 .

[10]  Libor Masek,et al.  Recognition of Human Iris Patterns for Biometric Identification , 2003 .

[11]  Roberto Brunelli,et al.  Person identification using multiple cues , 1995, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[12]  John Daugman,et al.  How iris recognition works , 2002, IEEE Transactions on Circuits and Systems for Video Technology.

[13]  C. Champod,et al.  Multimodal biometrics for identity documents ( ) , 2007 .

[14]  Tianzi Jiang,et al.  A modified Gabor filter design method for fingerprint image enhancement , 2003, Pattern Recognit. Lett..