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Face Recognition Technology Evaluation (FRTE): Preparation of Compact Face Images for 2D Barcodes

Published

Author(s)

Patrick Grother, Mei Ngan, Austin Hom

Abstract

Compact face photographs, stored and digitally signed in 2D barcodes, form a low-cost tamper-resistant identity credential. The cryptographic signature allows binding of the 2D barcode to the issuer, and bio- metric authentication binds a live photograph of the user to the photo stored in the barcode. This report documents options for the detection, cropping, resizing, and compression steps needed to instantiate a barcode-ready photograph. The compression step is necessarily lossy, removing fine spatial structure from the face photograph. The report documents the accuracy consequences, with the overall result that fully open standards-based compact faces can be verified with very high accuracy.
Citation
Special Publication (NIST SP) - 500-343
Report Number
500-343

Keywords

biometrics, evaluation, compression, encoding, identity credentials

Citation

Grother, P. , Ngan, M. and Hom, A. (2025), Face Recognition Technology Evaluation (FRTE): Preparation of Compact Face Images for 2D Barcodes, Special Publication (NIST SP), National Institute of Standards and Technology, Gaithersburg, MD, [online], https://doi.org/10.6028/NIST.SP.500-343, https://tsapps.nist.gov/publication/get_pdf.cfm?pub_id=960527 (Accessed October 1, 2025)

Issues

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Created September 25, 2025
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