A New Approach to Predicting Physical Biometrics from Behavioural Biometrics

Provided by: World Academic Union
Topic: Security
Format: PDF
A relationship between face and signature biometrics is established in this paper. A new approach is developed to predict faces from signatures by using artificial intelligence. A Multi-Layer Perceptron (MLP) neural network is used to generate face details from features extracted from signatures, here face is the physical biometric and signatures is the behavioral biometric. The new method establishes a relationship between two biometrics and regenerates a visible face image from the signature features.

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