A novel fingerprint matching scheme combining graphical model and thin plate spline model

Dongjin Fan; Jufu Feng

doi:10.1117/12.831058

30 October 2009 A novel fingerprint matching scheme combining graphical model and thin plate spline model

Dongjin Fan, Jufu Feng

Proceedings Volume 7498, MIPPR 2009: Remote Sensing and GIS Data Processing and Other Applications; 74983R (2009) https://doi.org/10.1117/12.831058
Event: Sixth International Symposium on Multispectral Image Processing and Pattern Recognition, 2009, Yichang, China

Abstract

Thin-plate spline (TPS) model has been utilized in fingerprint match to deal with nonlinear deformation by Bazen and Gerez in 2002. The matching algorithm is composed of two parts, the local match and the global match. In local match, candidate corresponding points from two minutia sets are obtained by local triangle match which is used for generating TPS model in global match. However, not all candidate pairs are true corresponding ones in prints, and the spurious pairs influence the final results. Here we present a novel matching scheme that inserts the graphical model-based confirming process between the local match and the global match. This middle process not only minimizes the effects of spurious matched pairs, but also provides the reliable degree of candidate pairs used for similarity. Experiments on databases of FVC2004 achieve the good performance.

Citation Download Citation

Dongjin Fan and Jufu Feng "A novel fingerprint matching scheme combining graphical model and thin plate spline model", Proc. SPIE 7498, MIPPR 2009: Remote Sensing and GIS Data Processing and Other Applications, 74983R (30 October 2009); https://doi.org/10.1117/12.831058

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available

Members: $17.00

Non-members: $21.00 ADD TO CART

PROCEEDINGS
7 PAGES

DOWNLOAD PAPER SAVE TO MY LIBRARY

GET CITATION

RIGHTS & PERMISSIONS

Get copyright permission Get copyright permission on Copyright Marketplace

KEYWORDS

Databases

Process modeling

Detection and tracking algorithms

Fingerprint recognition

Model-based design

3D acquisition

3D image processing

Show All Keywords

Keywords/Phrases

Search In:

Publication Years