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Correlation Filters for Elastic-Distorted Live-Scan Fingerprint Recognition|Nist

Correlation Filters for Elastic-Distorted Live-Scan Fingerprint Recognition

by Nist
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Overview

This is a summary of a multi-year study of the use of distortion-invariant filters for recognition of live-scan dab fingerprints with elastic distortions. These fingerprints are characterized by elastic distortions. NIST special database 24 is used; it represents the only available database containing a number of elastic distortions for each fingerprint. Several different distortion-invariant filters were addressed including two new ones that used high-pass filtered fingerprint data to improve discrimination. Verification and identification applications are addressed and test procedures for evaluating algorithms/systems for each are defined.

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Details

  • ISBN-13: 9781493763757
  • ISBN-10: 149376375X
  • Publisher: Createspace Independent Publishing Platform
  • Publish Date: November 2013
  • Dimensions: 11.02 x 8.5 x 0.14 inches
  • Shipping Weight: 0.41 pounds
  • Page Count: 70

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