DocumentCode :
2908212
Title :
Intelligent face border generation system from fingerprints
Author :
Ozkaya, N. ; Sagiroglu, S.
Author_Institution :
Comput. Eng. Dept., Erciyes Univ., Kayseri
fYear :
2008
fDate :
1-6 June 2008
Firstpage :
2169
Lastpage :
2176
Abstract :
Although biometrics is a deeply studied field, relationships among biometric features have not been studied in the field so far. In this study, we have analysed the existence of any relationship among biometric features. Also we have tried to generate the face border of a person using only fingerprint biometric feature of the same person without any information about his or her face. Consequently, for generating face borders from only fingerprints, we have designed and introduced a novel intelligent system based on artificial neural networks having the absolute percent errors between 1.49 and 9.86. Experimental results have shown that fingerprints and face borders have relations among each other closely. In addition, it is demonstrated that generating face borders from fingerprints without knowing any information about faces is possible. Although this study has been the first step of the research, the results are very encouraging and promising for new challenges.
Keywords :
artificial intelligence; edge detection; face recognition; fingerprint identification; neural nets; artificial neural networks; fingerprint biometric feature; intelligent face border generation system; Fingerprint recognition; Fuzzy systems;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Systems, 2008. FUZZ-IEEE 2008. (IEEE World Congress on Computational Intelligence). IEEE International Conference on
Conference_Location :
Hong Kong
ISSN :
1098-7584
Print_ISBN :
978-1-4244-1818-3
Electronic_ISBN :
1098-7584
Type :
conf
DOI :
10.1109/FUZZY.2008.4630670
Filename :
4630670
Link To Document :
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