Fingerprint Recognition
for Windows

Matlab source code for FingerCode-based Fingerprint Recognition.

  • Total Downloads
    910
  • Downloads Last Week
    0
  • User Rating
    0
  • My Rating

Fingerprint Recognition Description

With identity fraud in our society reaching unprecedented proportions and with an increasing emphasis on the emerging automatic personal identification applications, biometrics-based verification, especially fingerprint-based identification, is receiving a lot of attention. There are two major shortcomings of the traditional approaches to fingerprint representation. For a considerable fraction of population, the representations based on explicit detection of complete ridge structures in the fingerprint are difficult to extract automatically. The widely used minutiae-based representation does not utilize a significant component of the rich discriminatory information available in the fingerprints. Local ridge structures cannot be completely characterized by minutiae. Further, minutiae-based matching has difficulty in quickly matching two fingerprint images containing different number of unregistered minutiae points. The proposed filter-based Algorithm uses a bank of Gabor filters to Capture both local and global Details in a fingerprint as a Compact fixed length FingerCode. The fingerprint matching is based on the Euclidean distance Between the two corresponding FingerCodes and hence is extremely fast. We are able to achieve a verification accuracy which is only marginally inferior to the best results of minutiae-based algorithms published in the open literature. Our system performs better than a state-of-the-art minutiae-based system when the performance requirement of the application system does not demand a very low false acceptance rate. Finally, we show that the matching performance can be improved by combining the decisions of the matchers based on complementary (minutiae-based and filter-based) fingerprint information.

Index Terms: Biometrics, FingerCode, fingerprints, flow pattern, Gabor filters, matching, texture, verification.

Fingerprint Recognition Screenshots

Screenshots are not available currently.

What's New in Fingerprint Recognition 5.3

Release notes are not available currently.

Fingerprint Recognition Requirements

Operating Systems:

Windows Vista, XP, 2000, 98

System Requirements:

No additional system requirements.

Quick Specifications

See Full Specifications

More From Luigi Rosa

See More

Essential Downloads in Mathematics

  • Graph
    Graph is an open source application used to draw mathematical graphs.
  • C2-Mathematics - LCM and GCD
    Mathematical calculator for obtaining the LCM and GCD.
  • ArcView
    It use for visualizing, managing, creating, and analyzing geographic data.
  • Symbolic Math Toolbox
    Perform mathematics using symbolic computation and variable-precision arithmetic
See More