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Title: Security/Biometrics/Resources - MultiBiometrics Michigan State University
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Biometrics: MultiBiometrics

MultiBiometrics

By Lin Hong, Yatin Kulkarni, Arun Ross and Anil Jain

Integrating Faces and Fingerprints for Personal Identification :An automatic personal identification system based solely on fingerprints orfaces is often not able to meet the system performance requirements. Facerecognition is fast but not reliable while fingerprint verification is reliablebut inefficient in database retrieval. We have developed a prototype biometricsystem which integrates faces and fingerprints. The system overcomes thelimitations of face recognition systems as well as fingerprint verificationsystems. The integrated prototype system operates in the identification modewith an admissible response time. The identity established by the system ismore reliable than the identity established by a face recognition system. Inaddition, the proposed decision fusion schema enables performance improvementby integrating multiple cues with different confidence measures. Experimentalresults demonstrate that our system performs very well. It meets the responsetime as well as the accuracy requirements.A Multimodal Biometric System Using Fingerprint, Face, and Speech:A biometric system which relies only on a single biometric identifier in making a personal identification is often not able to meetthe desired performance requirements. Identification based on multiple biometrics represents an emerging trend. We introduce amultimodal biometric system, which integrates face recognition, fingerprint verification, and speaker verification in making apersonal identification. This system takes advantage of the capabilities of each individual biometric. It can be used to overcomesome of the limitations of a single biometrics. Preliminary experimental results demonstrate that the identity established bysuch an integrated system is more reliable than the identity established by a face recognition system, a fingerprint verificationsystem, and a speaker verification system.
 

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