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SYSTEM AND METHOD FOR DETECTING POTENTIAL MATCHES BETWEEN A CANDIDATE BIOMETRIC AND A DATASET OF BIOMETRICS
SYSTEM AND METHOD FOR DETECTING POTENTIAL MATCHES BETWEEN A CANDIDATE BIOMETRIC AND A DATASET OF BIOMETRICS
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机译：检测候选生物和生物数据集之间的潜在匹配的系统和方法
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摘要
(55) A system and method for detecting a potential match between a candidate facial image and a dataset of facial images is described. Some implementations of the invention determine whether a candidate facial image (or multiple facial images) of a person taken, for example, at point of entry corresponds to one or more facial images stored in a dataset of persons of interest (e.g., suspects, criminals, terrorists, employees, VIPs, "whales," etc.). Some implementations of the invention detect potential fraud in a dataset of facial images. In a first form of potential fraud, a same facial image is associated with multiple identities. In a second form of potential fraud, different facial images are associated with a single identity, as in the case, for example, of identity theft. According to various implementations of the invention, spectral clustering techniques are used to determine a likelihood that pairs of facial images (or pairs of facial image sets) correspond to the person or different persons.
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