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OPTICAL SECURITY

Optimal trade-off filter for the correlation of fingerprints

[+] Author Affiliations
Danny Roberge

Forensic Technology Incorporated, 3300 Cavendish Boulevard, Suite 670, Montreal, Quebec?H4B?2M8, Canada

Colin Soutar

Mytec Technologies Incorporated, 1220 Sheppard Avenue East, Suite 200, Toronto, Ontario?M2K?2S5, Canada

B. V. K. Vijaya Kumar

Carnegie Mellon University, Department of Electrical and Computer Engineering, Pittsburgh, Pennsylvania?15213

Opt. Eng. 38(1), 108-113 (Jan 01, 1999). doi:10.1117/1.602075
History: Received June 8, 1998; Accepted July 17, 1998
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Abstract

We present the derivation of an optimal trade-off filter developed for the correlation of fingerprints. The filter is comprised of multiple versions of the system user’s fingerprint (i.e., it is a composite filter). Also, the characteristics of the filter can be adjusted so that its performance in a correlator is similar to that of a matched filter, an inverse filter, or some compromise between the two. These attributes make this filter structure attractive for the task of fingerprint verification. The composite nature of the filter offers distortion tolerance by encompassing several different versions of the fingerprint image, while the tailored characteristics of the filter enables us to produce a filter that is a trade-off between this distortion tolerance and its discrimination capability. The filter was developed using a “standard” database, with the objective of separating the two classes of input to the system: “legitimate users” and “attackers.” Specifically, the filter is optimized to minimize the probability of error (i.e., misclassification of user). Both the design and the implementation of the optimal fingerprint filter are covered. © 1999 Society of Photo-Optical Instrumentation Engineers.

© 1999 Society of Photo-Optical Instrumentation Engineers

Citation

Danny Roberge ; Colin Soutar and B. V. K. Vijaya Kumar
"Optimal trade-off filter for the correlation of fingerprints", Opt. Eng. 38(1), 108-113 (Jan 01, 1999). ; http://dx.doi.org/10.1117/1.602075


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