Fourth IEEE International Conference on Automatic Face and Gesture Recognition (FG'00) Performance Assessment of a Face Verification Based Access Control System Grenoble, France9 March 26-March 30 ISBN: 0-7695-0580-5
In recent years there has been much progress in the development of facial recognition systems. The FERET series of tests reported the black box performance of several such systems working on stored face images. Much less effort has been spent in studying the behavior of systems under realistic conditions of use. In this paper we describe and analyze the result of a trial of a door access control system based on a model-based approach. The trial consisted of 10 registered users making over 200 accesses during a 2 week period. We describe the internal failure modes and the performance characteristics of the system, identify inter and intra-person dependencies and make recommendations for future work.
Index Terms:
face verification system, face recognition, authentication, performance evaluation, facial biometric
Citation:
G.V. Wheeler, P. Courtney, T.F. Cootes, C.J. Taylor, "Performance Assessment of a Face Verification Based Access Control System," fg, pp.221, Fourth IEEE International Conference on Automatic Face and Gesture Recognition (FG'00), 2000 Usage of this product signifies your acceptance of the Terms of Use. | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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