Partial Fingerprint Registration for Forensics using Minutiae-generated Orientation FieldsShow 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.
Keywords [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, id: 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).
2014-06-252014-06-252018-03-22Bibliographically approved