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Partial Fingerprint Registration for Forensics using Minutiae-generated Orientation Fields
Universidad Autonoma de Madrid, Madrid, Spain.
Universidad Autonoma de Madrid, Madrid, Spain.
Universidad Autonoma de Madrid, Madrid, Spain.
Universidad Autonoma de Madrid, Madrid, Spain.
Show others and affiliations
2014 (English)In: 2nd International Workshop on Biometrics and Forensics (IWBF2014): Valletta, Malta (27-28th March 2014), Piscataway, NJ: IEEE Press, 2014Conference paper, Published paper (Refereed)
Abstract [en]

Minutia based matching scheme is the most widely accepted method for both automated as well as manual (forensic) fingerprint matching. The scenario of comparing a partial fingerprint minutia set against a full fingerprint minutia set is a challenging problem. In this work, we propose a method to register the orientation field of the partial fingerprint minutia set to that of the orientation field of full fingerprint minutia set. As a consequence of registering the partial fingerprint orientation field, we obtain extra information that can augment a minutia based matcher by reducing the search space of minutiae in the full fingerprint. We present the accuracy of our registration algorithm on NIST-SD27 database, reporting separately for both subjective and quantitative quality classification of NIST-SD27. The registration performance accuracy is measured in terms of percentage of ground truth minutiae present in the reduced minutiae search space generated by our algorithm. ©2014 IEEE.

Place, publisher, year, edition, pages
Piscataway, NJ: IEEE Press, 2014.
Keyword [en]
Partial fingerprints, registration, orientation field reconstruction, Schwarz inequality, Hilbert space, second-order tensors
National Category
Electrical Engineering, Electronic Engineering, Information Engineering
Identifiers
URN: urn:nbn:se:hh:diva-25868DOI: 10.1109/IWBF.2014.6914241Scopus ID: 2-s2.0-84934324964ISBN: 978-1-4799-4370-8 (print)OAI: oai:DiVA.org:hh-25868DiVA: diva2:728942
Conference
IWBF 2014 – 2nd International Workshop on Biometrics and Forensics 2014, Valletta, Malta, 27-28th March, 2014
Projects
BBfor2 (FP7-ITN-238803)Bio-Shield (TEC2012-34881)Contexts (S2009/TIC-1485)
Note

R.K. is supported by Marie Curie Fellowships under project BBfor2 (FP7-ITN-238803). This work has also been partially supported by Spanish Guardia Civil, Cátedra UAM-Telefónica, and projects Bio-Shield (TEC2012-34881) and Contexts (S2009/TIC-1485).

Available from: 2014-06-25 Created: 2014-06-25 Last updated: 2017-03-28Bibliographically approved

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CiteExportLink to record
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Cite
Citation style
  • apa
  • ieee
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Language
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Output format
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