mlsanityData to 7 Oct 2026

LivDet in Action - Fingerprint Liveness Detection Competition 2019

arXiv 1905.00639 ↗First posted 2 May 2019cs.CVcited by 17

Not on the map. Why?

Abstract (arXiv)

The International Fingerprint liveness Detection Competition (LivDet) is an open and well-acknowledged meeting point of academies and private companies that deal with the problem of distinguishing images coming from reproductions of fingerprints made of artificial materials and images relative to real fingerprints. In this edition of LivDet we invited the competitors to propose integrated algorithms with matching systems. The goal was to investigate at which extent this integration impact on the whole performance. Twelve algorithms were submitted to the competition, eight of which worked on integrated systems.

Key facts. Cited by 17 papers in the map (data through 7 Oct 2026). First posted on arXiv 2 May 2019.

Builds on

No reference list yet.

Built on by

Cited by year (2026 to 7 Oct)

Citing papers per year: 2021: 3; 2022: 3; 2023: 7; 2024: 1; 2025: 1; 2026: 2.

17 papers.

Sort:

  1. 2021Biometrics: Trust, but Verifycited by 39
  2. 2022PrintsGAN: Synthetic Fingerprint Generatorcited by 30
  3. 2022SpoofGAN: Synthetic Fingerprint Spoof Imagescited by 17
  4. 2021LivDet 2021 Fingerprint Liveness Detection Competition -- Into the unknowncited by 11
  5. 2021On the Generalisation Capabilities of Fisher Vector based Face Presentation Attack Detectioncited by 8
  6. 2022Review of the Fingerprint Liveness Detection (LivDet) competition series: from 2009 to 2021cited by 5
  7. 2024Grains of Saliency: Optimizing Saliency-based Training of Biometric Attack Detection Modelscited by 4
  8. 2023MoSFPAD: An end-to-end Ensemble of MobileNet and Support Vector Classifier for Fingerprint Presentation Attack Detectioncited by 2
  9. 2023Deep Learning based Fingerprint Presentation Attack Detection: A Comprehensive Surveycited by 2
  10. 2023An Open Patch Generator based Fingerprint Presentation Attack Detection using Generative Adversarial Networkcited by 2
  11. 2023ViT Unified: Joint Fingerprint Recognition and Presentation Attack Detectioncited by 1
  12. 2025Saliency-Guided Training for Fingerprint Presentation Attack Detectioncited by 1
5 more
  1. 2023EXPRESSNET: An Explainable Residual Slim Network for Fingerprint Presentation Attack Detectioncited by 0
  2. 2023RFDforFin: Robust Deep Forgery Detection for GAN-generated Fingerprint Imagescited by 0
  3. 2023DyFFPAD: Dynamic Fusion of Convolutional and Handcrafted Features for Fingerprint Presentation Attack Detectioncited by 0
  4. 2026What's Old is New Again: Classical Dimensionality Reduction for Efficient Saliency-Guided Biometric Attack Detectioncited by 0
  5. 2026Cascade Forgery Mining Network for Fingerprint Presentation Attack Detectioncited by 0