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The fingerprints of 154 individuals, provided at different force levels, were examined using the biometric menagerie tool, first coined by Doddington et al. in 1998. The Biometric Menagerie illustrates how each person in a given dataset performs in a biometric system, by using their genuine and impostor scores, and providing them a classification based upon those scores. This research examined the biometric menagerie classifications across different force levels in a fingerprint recognition study to uncover if individuals performed the same over five force levels. The study concluded that they did not, and a new metric has been created to quantify this phenomenon. As a result of this discovery, the new metric, Stability Score Index is described to showcase the movement of individuals in the menagerie.</div> <br /> </div> <div id="articleSubject"> <h4>Keywords</h4> <br /> <div>Biometrics; fingerprint; biometric menagerie; stability; instability</div> <br /> </div> <div id="articleCitations"> <h4>References</h4> <br /> <div> <p>M. Shuckers, "Additional topics and discussion," in Computational Methods in Biometric Authentication, M. Shuckers, Eds. New York: Springer, 2010, pp. 299-300.</p> <p>A. Jain, R. Bolle, and S. Pankanti, "Introduction to biometrics," in Biometrics: Personal Identification in Networked Society, Springer, 2002, pp. 141.</p> <p>T. Dunstone, and N. Yager, Biometric system and data analysis. New York, NY: Springer Science+Business Media, 2009.</p> <p>ISO / IEC JTC 1 SC 37, Text of FCD 19795-1, Biometric Performance Testing and Reporting - Part 1: Principles and Framework, (N908). Geneva, 2005.</p> <p>J. Wayman, A. K. Jain, D. Maltoni, and D. Maio, "An introduction to biometric authentication systems,". in Biometric Systems, J. Wayman, A. Jain, D. Maltoni, and D. Maio, Eds. London: Springer, 2005, pp. 1-20.</p> <p>G. Doddington, W. Liggett, A. Martin, M. Przybocki, and D. Reynolds, "Sheep, goats, lambs and wolves: A statistical analysis of speaker performance in the NIST 1998 speaker recognition evaluation," in Proceedings of the 5th International Conference on Spoken Language Processing, 1998, pp. 1-5.</p> <p>N. Yager, and T. Dunstone, "The biometric menagerie," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 32, no. 2, pp. 220-30, 2010.</p> <p>E. Tabassi, "Image specific error rate: A biometric performance metric," in Proceedings of the 20th International Conference on Pattern Recognition, 2010, pp. 1124-1127. doi:10.1109/ICPR.2010.281</p> </div> <br /> </div> Full Text: <a href="http://it-in-industry.com/issue/archive/papers/44.html" class="file" target="_parent">PDF</a> <div class="separator"></div> <h3>Refbacks</h3> <ul class="plain"> <li>There are currently no refbacks.</li> </ul> <br /><br /> <a target="_new" rel="license" href="http://creativecommons.org/licenses/by/3.0/"> <img alt="Creative Commons License" style="border-width:0" src="http://i.creativecommons.org/l/by/3.0/80x15.png"/> </a> <br/> This work is licensed under a <a rel="license" target="_new" href="http://creativecommons.org/licenses/by/3.0/">Creative Commons Attribution 3.0 License</a>. <br /><br /> <p><img src="index_files/blocks_A1_Innovation.jpg" alt="IT in Innovation" width="207" height="46" /> <img src="index_files/blocks_A1_Business.jpg" alt="IT in Business" width="207" height="46" /> <img src="index_files/blocks_A1_Engineering.jpg" alt="IT in Engineering" width="207" height="46" /> <img src="index_files/blocks_A1_Health.jpg" alt="IT in Health" width="207" height="46" /> <img src="index_files/blocks_A1_Science.jpg" alt="IT in Science" width="207" height="46" /> <img src="index_files/blocks_A1_Design.jpg" alt="IT in Design" width="207" height="46" /> <img src="index_files/blocks_A1_Fashion.jpg" alt="IT in Fashion" width="207" height="46" /></p> IT in Industry <a href="http://www.it-in-industry.com">http://www.it-in-industry.com</a> ISSN (Online): 2203-1731; ISSN (Print): 2204-0595 <br /> </div> </div> </div> </div> </body> </html>