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The huge demand in online transactions calls for a secure, safe and accurate authentication system .The biometric system such as face, iris, fingerprint, and gait has already replaced the existing manual inspection process and surveillance systems in many disciplines. Amongst all these biometrics, face is more attractive as it provides information such as identity, expression, gender, ethnicity and age of an individual. Especially for surveillance purposes, the data acquisition for face is much more simpler and can be obtained without the subjects knowledge and cooperation (simply by installing camera in public areas) when compared to fingerprints and iris data accumulation.
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