Biometric security systems such as Retina scanner, fingerprint and face recognition among others are the most recently developed security systems. The latest systems can be found in various situations (police checkpoints, airport facilities, ...). As they become widely used and requested, an increasing number of researchers are working in this field. In this paper, we propose a new Biometric Recognition method based on Independent Component Analysis technique "ICA".
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