Design of Novel System for Face and Fingerprint Recognition

摘要

The proposed work is implemented to overcome the drawbacks of traditional work. In this, two biometric parameters are used for the purpose of securing the system from spoofing attacks. The face and fingerprint biometric traits are used and then PCA (principal component analysis) is used for extracting the features of fingerprint images and LBP (Local Binary Pattern) is used for the purpose of extracting the features of facial images. Then the extracted features are used to apply the Encryption in order to secure them from spoofing. After applying encryption, the features are converted into decrypted format. Then at the time of testing the feature matching will be done only if the private key for decrypting the data is available. After decryption the matching of the features will be performed. Hence in this way proposed work provides high security to the data by applying the concept of RSA cryptography.