DocumentCode :
384325
Title :
Synthesis of fingerprint images
Author :
Araque, Javier L. ; Baena, Madelina ; Chalela, Benjamin E. ; Navarro, David ; Vizcaya, Pedro R.
Author_Institution :
Pontificia Univ. Javeriana, Brazil
Volume :
2
fYear :
2002
fDate :
2002
Firstpage :
422
Abstract :
A method for synthesis of fingerprint images is presented. Global features are condensed in a linear model whose parameters are generated according to the statistical distribution of natural fingerprint patterns. When the major types of global patterns are considered independently, these parameters display a normal behavior. Local features are generated applying iteratively a finite state filter to an initial image. Results show that it is possible to control the location of the minutia in constant orientation regions and that variable orientation regions generate minutia on their own.
Keywords :
filtering theory; matrix algebra; pattern recognition; statistical analysis; constant orientation regions; fingerprint images synthesis; finite state filter; global features; global patterns; linear model; local features; minutia; natural fingerprint patterns; normal behavior; statistical distribution; variable orientation regions; Automatic control; Biometrics; Displays; Filters; Fingerprint recognition; Image databases; Image matching; Iterative methods; Personnel; Statistical distributions;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Pattern Recognition, 2002. Proceedings. 16th International Conference on
ISSN :
1051-4651
Print_ISBN :
0-7695-1695-X
Type :
conf
DOI :
10.1109/ICPR.2002.1048329
Filename :
1048329
Link To Document :
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