DocumentCode
1791140
Title
Vein biometric security using irreversible curve fitting accounting for minimum storage
Author
Agarwal, Abhishek ; Maheshwari, Shishir ; Yadav, Garima
Author_Institution
Dept. of CSE, Gov. Women Eng. Coll., Ajmer, India
fYear
2014
fDate
12-13 July 2014
Firstpage
179
Lastpage
183
Abstract
Vein biometric is hidden so provides more secrecy as compared to other biometric traits. The paper presents a novel approach in vein biometric system that accounts for minimum data storage but still keeping up with maximum information. A new strategy is presented for template generation and storage. Polynomial curve fitting process has been applied on thinned vein pattern to output most uniform best approximation vein curves. Matching has been done on basis of Hausdorff distance. Obtained experimental results are encouraging and have been claiming 0% FAR and 0% FRR. The amount of storage needed for template data has been reduced greatly. The data stored is irreversible to generate the template again even when no template encryption scheme has been used that provides attack resistance to the system.
Keywords
approximation theory; biometrics (access control); curve fitting; security of data; storage management; Hausdorff distance; irreversible curve fitting; minimum data storage; polynomial curve fitting process; vein biometric security; Computer crime; Encryption; Fitting; Image edge detection; Image segmentation; Matched filters; Veins; Best approximation vein curve; Hausdorff distance; curve fitting; hidden biometric; irreversible curve fitting; minimum storage; vein biometric;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Propagation and Computer Technology (ICSPCT), 2014 International Conference on
Conference_Location
Ajmer
Print_ISBN
978-1-4799-3139-2
Type
conf
DOI
10.1109/ICSPCT.2014.6885019
Filename
6885019
Link To Document