Title :
Multibiometrics for Identity Authentication: Issues, Benefits and Challenges
Author :
Kiltter, Josef ; Poh, Norman
Author_Institution :
Centre for Vision, Speech & Signal Process., Univ. of Surrey, Guildford
Abstract :
Multi biometric systems exploit different biometric traits, multiple samples and multiple algorithms to establish the identity of an individual. Over any single biometric system, they have the advantage of increasing the population coverage, offering user choice, making biometric authentication systems more reliable and resilient to spoofing, and most importantly, improving the authentication performance. However, both the design and deployment of multi biometric systems raise many issues. These include system architecture, fusion methodology, selection of component biometric experts based on their accuracy and diversity, measurement of their quality, reliability and competence, as well as overall system usability, and economic viability. These issues will be addressed and possible ways forward discussed.
Keywords :
biometrics (access control); pattern recognition; sensor fusion; biometric authentication systems; component biometric experts; economic viability; fusion methodology; identity authentication; multibiometrics; system architecture; system usability; Algorithm design and analysis; Authentication; Bioinformatics; Biomedical signal processing; Biometrics; Data mining; Feature extraction; Signal processing algorithms; Speech processing; Usability;
Conference_Titel :
Biometrics: Theory, Applications and Systems, 2008. BTAS 2008. 2nd IEEE International Conference on
Conference_Location :
Arlington, VA
Print_ISBN :
978-1-4244-2729-1
Electronic_ISBN :
978-1-4244-2730-7
DOI :
10.1109/BTAS.2008.4699334