Titlebook: Reliable Face Recognition Methods; System Design, Imple Harry Wechsler Book 2007 Springer-Verlag US 2007 3D.Performance.biometrics.computer

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Face Representation,t played by recognition, known also as classification or identification. Kant described the problem of how anything in the mind can be a “representation” of anything outside the mind as the most difficult riddle in philosophy. We can recognize transformed and dimensionally-reduced as well as origina

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Face Recognition,t against those derived for some unknown face probes. The biometric signatures consist of representations induced by the face space used. Matching requires access to distance functions to measure for similarity between the above signatures and a priori thresholds for making decisions regarding eithe

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Face in a Crowd,teristic of controlled situations, e.g., security applications using machine readable travel documents (MRTD). It does not come as a big surprise to find that real life is much more complicated. The real challenge thus is to automatically identify a person without her active cooperation. The face ha

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Data Fusion,the way fusion takes place. Fusion can include raw or transformed data and their cues, on one side, and the face classifiers and the voting schemes that combine them, on the other side. A voting scheme implements the equivalent of a gating network that arbitrates among the scores made available by t

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Performance Evaluation,a complete evaluation, which moves the user through three major steps: a technology evaluation, a scenario evaluation, and an operational evaluation. Each type of evaluation requires a different protocol and produces different results. To avoid conflict of interest, evaluations need to be administer