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There has been considerable amount of work done in the past decade by different biometric vendors as well as researchers in order to improve the accuracy of both biometric data collection systems as well as the underlying algorithms to perform different mapping and matching. Biometric Facial recognition systems are continuously improving with advancements in technology as well as decreasing hardware costs. However, in order to develop efficient biometric facial recognition systems, organizations must take into account different technical issues which include reliability, usability, interoperability as well as data collection, dissemination and evaluation of such systems. Adherence to standards is a key for interoperable systems and user acceptance along with trust can lead to easy deployment of such facial biometric systems in a society. These technical as well as social issues were identified by regular discussions with the Chairman and members of Swedish National Biometric Association's and conducting interview sessions with different biometric companies who are specially dealing with face recognition biometric systems.