Signatures are one of the most crucial components that play a key role in authenticating a person's identity or consent. Other biometric attributes used for authentication include iris, hand geometry, face recognition, and fingerprints. Attributes like fingerprints and iris do not change over time. Hence they have a meager intraclass variation. However, they require special and expensive hardware to capture the biometric image.
