ID Tech

Facial Recognition

Facial recognition matches a photo of a face to an identity.

Facial recognition is a biometric modality that analyses the geometry and texture of a person’s face to establish identity. Modern systems rely on CNN embeddings and achieve <0.1% FNMR on NIST FRVT benchmarks.

Latest Updates

  • 2025-07-01: Tinder, Deliveroo, Uber Eats and Just Eat expanded selfie or facial-verification checks to fight bots, deepfakes and illegal-account rentals in CA and UK gig-economy platforms.

References

Vendors using Facial Recognition

Aware, Inc.Cognitec SystemsCLEAR Secure, Inc.Daon, Inc.FaceTecHID GlobalIDEMIAJumioNEC CorporationNeurotechnologyOnfidoShufti ProSuprema Inc.Thales GroupVeriffLakota Software SolutionsAuthenticIDKeylessInnovatrics

Latest Data Cards

  • Data Card

    Paravision and emaratech deploy face recognition corridor at Dubai airport

    2026-01-26CC-BY-4.0facial-recognitionbiometric-border-control

    Paravision and emaratech deployed a face recognition corridor at Dubai International Airport to support passenger processing.

    • The deployment is at Dubai International Airport.
    • The corridor uses face recognition for identity checks in the passenger flow.
  • Data Card

    TSA launches PreCheck Touchless ID at Boston Logan Airport

    2026-01-22CC-BY-4.0facial-recognitionbiometric-border-control

    The TSA launched PreCheck Touchless ID at Boston Logan Airport, allowing identity verification without handing over a physical ID.

    • Touchless ID uses facial matching for eligible TSA PreCheck travelers.
    • Boston Logan is a new deployment location for the program.
  • Data Card

    ShopRite Facial Recognition Use Draws Scrutiny as Connecticut Considers Retail Restrictions

    2026-01-12CC-BY-4.0facial-recognition

    CT Insider reports facial recognition signage at ShopRite stores across Connecticut as lawmakers move toward legislation that would restrict biometric collection in retail. The disclosures highlight data sharing and retention practices while the state debates new limits.

    • Reporters saw facial recognition notices at seven of eight ShopRite stores visited; staff confirmed use at the eighth.
    • Signage says facial geometry is analyzed for security and non-matched data may be retained for up to 90 days.
    • Connecticut legislators say they plan to introduce a bill that would prohibit biometric collection in retail settings.
See more data cards

Frequently Asked Questions

How does facial recognition work?
Facial recognition uses algorithms to analyze facial features—such as the distance between eyes or the shape of cheekbones—to create a unique digital signature for identification.
How accurate is facial recognition technology?
Modern facial recognition systems can achieve very low false match rates (below 0.1%) under controlled conditions, but accuracy may vary with lighting, pose, and image quality.
What are common concerns around facial recognition?
Concerns include privacy violations, potential bias against certain demographic groups, and misuse by surveillance systems without consent.
What is Presentation Attack Detection (PAD)?
PAD aims to detect spoofing attempts (e.g., photos, masks, deepfakes) and is evaluated separately from matching accuracy using standards-driven tests.
What are 1:1 vs 1:N operations?
1:1 verifies a claimed identity (authentication), while 1:N searches across a gallery (identification). They have different accuracy and scalability considerations.