Title :
Detecting fingerprint alterations by orientation field and minutiae orientation analysis
Author :
Ellingsgaard, John ; Sousedik, Ctirad ; Busch, Christoph
Author_Institution :
Norwegian Biometrics Lab., Gjovik Univ. Coll., Gjovik, Norway
Abstract :
The ever wider application of automatic fingerprint recognition systems to law enforcement and immigration control purposes has motivated attempts to avoid identification by fingerprint alterations. The subjects can try to change their fingerprint patterns in many ways, varying from fingertip abrading, burning and cutting up to sophisticated surgical procedures, and therefore a necessity exists for an automatic detection of altered fingerprints. This paper proposes a novel method for fingerprint alteration detection based on analysis of anomalies in minutia orientations and the fingerprint ridge structure caused by scarred regions.
Keywords :
feature extraction; fingerprint identification; government data processing; law administration; fingerprint alteration detection; fingerprint recognition system; immigration control purpose; law enforcement purpose; minutiae orientation analysis; orientation field analysis; Biometrics (access control); Educational institutions; Entropy; Fingerprint recognition; Histograms; Indexes;
Conference_Titel :
Biometrics and Forensics (IWBF), 2014 International Workshop on
Conference_Location :
Valletta
DOI :
10.1109/IWBF.2014.6914240