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Digital signal processing in biometric identification: a review | IEEE Conference Publication | IEEE Xplore

Digital signal processing in biometric identification: a review


Abstract:

In this context, "biometrics" is the "automatic identification or identity verification of living, human individuals based on physiological and behavioral characteristics...Show More

Abstract:

In this context, "biometrics" is the "automatic identification or identity verification of living, human individuals based on physiological and behavioral characteristics". Biometrics is a subset of the larger field of human identification science. The term "automatic" in the definition means that digital computers will usually (but not always) be used. We consider the general state of digital signal processing in biometrics by examining the computational approaches to speaker, fingerprint, and face recognition. We note the generally weak relationship between physiology and biometric "features" and the potential for use of "models" to compensate for intra-class variation.
Date of Conference: 22-25 September 2002
Date Added to IEEE Xplore: 10 December 2002
Print ISBN:0-7803-7622-6
Print ISSN: 1522-4880
Conference Location: Rochester, NY, USA

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