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 :
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