A NOVEL APPROACH FOR HAND BASED CANCELABLE BIOMETRIC AUTHENTICATION SYSTEM USING K-FOLD CROSS VALIDATION SCHEME
Biometrics are in the trend as it reduces risk and quite difficult to replicates. Currently most popular biometrics such as fingerprint, retina can be forged. Dorsal Vein pattern is gaining attention these days due to its contactless nature and difficult to forge. These vein patterns can give rise to another reliable biometric which better than the biometrics being currently used. Various cancellable biometric techniques have been proposed to maintain user data security. A cancellable biometric framework is introduced to satisfy user data security and keeping the original biometric template safe away from intruders. Biometrics like fingerprints and retinas are very vulnerable at the moment. Contactless, and thus impossible to counterfeit, has made the dorsal vein pattern a hot topic these days. This pattern can provide another more reliable biometric that is already in use. Currently, both the academic community as well as sector are paying attention to the results of hand vein patterns towards biometric authentication. In this paper, our proposed K-fold cross validation technique based on cancelable biometrics has been tested and it is delivering the good result as compared to the techniques such as SURF and BRISK algorithms which shows less accuracy.
Cancellable biometric, Dorsal hand vein, K-fold Cross validation, BRISK and SURF