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CASIA-SURF, CASIA-SURF-CeFA, CASIA-SURF-HiFiMask, CASIA-SURF-SuHiFiMask

This is a large multimodal benchmark dataset for face anti‑spoofing, comprising multiple datasets including CASIA‑SURF, CASIA‑SURF‑CeFA, CASIA‑SURF‑HiFiMask, and CASIA‑SURF‑SuHiFiMask. These datasets support face anti‑spoofing research across various modalities and cross‑ethnicity analyses.

Updated 5/20/2024
github

Description

Dataset Overview

Dataset List

  • CASIA‑SURF
  • CASIA‑SURF‑CeFA
  • CASIA‑SURF‑HiFiMask
  • CASIA‑SURF‑SuHiFiMask

Citation Information

  • CASIA‑SURF

    • Title: Casia‑surf: A large‑scale multi‑modal benchmark for face anti‑spoofing
    • Authors: Zhang, Shifeng et al.
    • Journal: IEEE Transactions on Biometrics, Behavior, and Identity Science
    • Volume: 2
    • Issue: 2
    • Pages: 182–193
    • Year: 2020
    • Publisher: IEEE
  • CASIA‑SURF‑CeFA

    • Title: Casia‑surf cefa: A benchmark for multi‑modal cross‑ethnicity face anti‑spoofing
    • Authors: Liu, Ajian et al.
    • Conference: Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision
    • Pages: 1179–1187
    • Year: 2021
  • CASIA‑SURF‑HiFiMask

    • Title: Contrastive context‑aware learning for 3d high‑fidelity mask face presentation attack detection
    • Authors: Liu, Ajian et al.
    • Journal: IEEE Transactions on Information Forensics and Security
    • Volume: 17
    • Pages: 2497–2507
    • Year: 2022
    • Publisher: IEEE

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Topics

Face Recognition
Anti‑spoofing

Source

Organization: github

Created: 11/20/2020

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