DocumentCode
3574428
Title
Combined additive and multiplicative modulo encryption and transformation approach for finger print template security
Author
Balaji, C. ; Ashoka Rajan, R. ; Anandha Kumar, P.
Author_Institution
Madras Inst. of Technol., Anna Univ., Chennai, India
fYear
2014
Firstpage
268
Lastpage
275
Abstract
This paper investigates the current methods for fingerprint template recognition and database security. This target is mainly decomposed into image preprocessing, minutiae extraction, minutiae matching and template security. This paper proposes a two level transformation and encryption techniques for fingerprint minutiae matching to reduce error rate as well as reduce the computational effort from the existing method. For each sub-task, some classical and up-to-date methods in literature are analyzed. Based on the analysis integrated solutions for fingerprint recognition and template security is developed for demonstration. Demonstration program is coded by OPENCV. For the program some optimization at code implementation level and algorithm level are proposed to increase the result to 95%. These performance enhancements are shown by experiments conducted upon a variety of fingerprint images. Also the experiments illustrate the key issues of fingerprint security that are consistent with what the available literatures say.
Keywords
cryptography; feature extraction; fingerprint identification; image matching; OPENCV; additive modulo encryption; database security; fingerprint minutiae matching; fingerprint template recognition; fingerprint template security; image preprocessing; minutiae extraction; multiplicative modulo encryption; template security; two level transformation; Algorithm design and analysis; Feature extraction; Fingerprint recognition; Image enhancement; Image matching; Image resolution; Shape; additive inverse; fingerprint traits; fingerprint transformation; multiplicative inverse; query image; template security;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Computing (ICoAC), 2014 Sixth International Conference on
Print_ISBN
978-1-4799-8466-4
Type
conf
DOI
10.1109/ICoAC.2014.7229724
Filename
7229724
Link To Document