Implementation of a high-speed face recognition system that uses an optical parallel correlator

DOI Web Site PubMed 被引用文献9件

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公開日
2005-02-10
権利情報
  • https://doi.org/10.1364/OA_License_v1#VOR
  • https://opg.optica.org/policies/opg-tdm-policy.json
DOI
  • 10.1364/ao.44.000666
公開者
Optica Publishing Group

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説明

We implement a fully automatic fast face recognition system by using a 1000 frame/s optical parallel correlator designed and assembled by us. The operational speed for the 1:N (i.e., matching one image against N, where N refers to the number of images in the database) identification experiment (4000 face images) amounts to less than 1.5 s, including the preprocessing and postprocessing times. The binary real-only matched filter is devised for the sake of face recognition, and the system is optimized by the false-rejection rate (FRR) and the false-acceptance rate (FAR), according to 300 samples selected by the biometrics guideline. From trial 1:N identification experiments with the optical parallel correlator, we acquired low error rates of 2.6% FRR and 1.3% FAR. Facial images of people wearing thin glasses or heavy makeup that rendered identification difficult were identified with this system.

収録刊行物

  • Applied Optics

    Applied Optics 44 (5), 666-, 2005-02-10

    Optica Publishing Group

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