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
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;
Conference_Titel :
Advanced Computing (ICoAC), 2014 Sixth International Conference on
Print_ISBN :
978-1-4799-8466-4
DOI :
10.1109/ICoAC.2014.7229724