Difference between revisions of "Publications:Partial Fingerprint Registration for Forensics using Minutiae-generated Orientation Fields"
From ISLAB/CAISR
(Created page with "<div style='display: none'> == Do not edit this section == </div> {{PublicationSetupTemplate|Author=Ram P. Krish, Julian Fierrez, Daniel Ramos, Javier Ortega-Garcia, Josef Big...") |
|||
| Line 4: | Line 4: | ||
{{PublicationSetupTemplate|Author=Ram P. Krish, Julian Fierrez, Daniel Ramos, Javier Ortega-Garcia, Josef Bigun | {{PublicationSetupTemplate|Author=Ram P. Krish, Julian Fierrez, Daniel Ramos, Javier Ortega-Garcia, Josef Bigun | ||
|PID=728942 | |PID=728942 | ||
| − | |Name=Krish, Ram P. (Universidad Autonoma de Madrid, Madrid, Spain);Fierrez, Julian (Universidad Autonoma de Madrid, Madrid, Spain);Ramos, Daniel (Universidad Autonoma de Madrid, Madrid, Spain);Ortega-Garcia, Javier (Universidad Autonoma de Madrid, Madrid, Spain);Bigun, Josef | + | |Name=Krish, Ram P. (Universidad Autonoma de Madrid, Madrid, Spain);Fierrez, Julian (Universidad Autonoma de Madrid, Madrid, Spain);Ramos, Daniel (Universidad Autonoma de Madrid, Madrid, Spain);Ortega-Garcia, Javier (Universidad Autonoma de Madrid, Madrid, Spain);Bigun, Josef (josef) (Högskolan i Halmstad (2804), Sektionen för Informationsvetenskap, Data– och Elektroteknik (IDE) (3905), Halmstad Embedded and Intelligent Systems Research (EIS) (3938), CAISR Centrum för tillämpade intelligenta system (IS-lab) (13650)) |
|Title=Partial Fingerprint Registration for Forensics using Minutiae-generated Orientation Fields | |Title=Partial Fingerprint Registration for Forensics using Minutiae-generated Orientation Fields | ||
|PublicationType=Conference Paper | |PublicationType=Conference Paper | ||
| Line 14: | Line 14: | ||
|Volume= | |Volume= | ||
|Issue= | |Issue= | ||
| − | |HostPublication | + | |HostPublication=2nd International Workshop on Biometrics and Forensics (IWBF2014) : Valletta, Malta (27-28th March 2014) |
| − | + | |Conference=IWBF 2014 – 2nd International Workshop on Biometrics and Forensics 2014, Valletta, Malta, 27-28th March, 2014 | |
|StartPage= | |StartPage= | ||
|EndPage= | |EndPage= | ||
| Line 21: | Line 21: | ||
|Edition= | |Edition= | ||
|Pages= | |Pages= | ||
| − | |City= | + | |City=Piscataway, NJ |
| − | |Publisher=IEEE | + | |Publisher=IEEE Press |
|Series= | |Series= | ||
|SeriesISSN= | |SeriesISSN= | ||
| Line 28: | Line 28: | ||
|Urls= | |Urls= | ||
|ISRN= | |ISRN= | ||
| − | |DOI= | + | |DOI=http://dx.doi.org/10.1109/IWBF.2014.6914241 |
|ISI= | |ISI= | ||
|PMID= | |PMID= | ||
| Line 40: | Line 40: | ||
|Projects=BBfor2 (FP7-ITN-238803);Bio-Shield (TEC2012-34881);Contexts (S2009/TIC-1485) | |Projects=BBfor2 (FP7-ITN-238803);Bio-Shield (TEC2012-34881);Contexts (S2009/TIC-1485) | ||
|Notes=<p>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).</p> | |Notes=<p>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).</p> | ||
| − | |Abstract=<p>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.</p> | + | |Abstract=<p>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.</p> |
|Opponents= | |Opponents= | ||
|Supervisors= | |Supervisors= | ||
| Line 55: | Line 55: | ||
|CreatedDate=2014-06-25 | |CreatedDate=2014-06-25 | ||
|PublicationDate=2014-06-25 | |PublicationDate=2014-06-25 | ||
| − | |LastUpdated=2014- | + | |LastUpdated=2014-10-10 |
|diva=http://hh.diva-portal.org/smash/record.jsf?searchId=1&pid=diva2:728942}} | |diva=http://hh.diva-portal.org/smash/record.jsf?searchId=1&pid=diva2:728942}} | ||
<div style='display: none'> | <div style='display: none'> | ||
Latest revision as of 21:39, 30 September 2016
| Title | Partial Fingerprint Registration for Forensics using Minutiae-generated Orientation Fields |
|---|---|
| Author | Ram P. Krish and Julian Fierrez and Daniel Ramos and Javier Ortega-Garcia and Josef Bigun |
| Year | 2014 |
| PublicationType | Conference Paper |
| Journal | |
| HostPublication | 2nd International Workshop on Biometrics and Forensics (IWBF2014) : Valletta, Malta (27-28th March 2014) |
| Conference | IWBF 2014 – 2nd International Workshop on Biometrics and Forensics 2014, Valletta, Malta, 27-28th March, 2014 |
| DOI | http://dx.doi.org/10.1109/IWBF.2014.6914241 |
| Diva url | http://hh.diva-portal.org/smash/record.jsf?searchId=1&pid=diva2:728942 |
| Abstract | 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. |
