LivDet 2021 Fingerprint Liveness Detection Competition -- Into the unknown

Roberto Casula; Marco Micheletto; Giulia Orrù; Rita Delussu; Sara Concas; Andrea Panzino; Gian Luca Marcialis

doi:10.1109/IJCB52358.2021.9484399

LivDet 2021 Fingerprint Liveness Detection Competition -- Into the unknown

Computer Vision and Pattern Recognition 2021-08-24 v1

Authors: Roberto Casula , Marco Micheletto , Giulia Orrù , Rita Delussu , Sara Concas , Andrea Panzino , Gian Luca Marcialis

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Abstract

The International Fingerprint Liveness Detection Competition is an international biennial competition open to academia and industry with the aim to assess and report advances in Fingerprint Presentation Attack Detection. The proposed "Liveness Detection in Action" and "Fingerprint representation" challenges were aimed to evaluate the impact of a PAD embedded into a verification system, and the effectiveness and compactness of feature sets for mobile applications. Furthermore, we experimented a new spoof fabrication method that has particularly affected the final results. Twenty-three algorithms were submitted to the competition, the maximum number ever achieved by LivDet.

Keywords

fingerprint liveness detection presentation attack detection LivDet 2021 biometrics spoof fabrication verification system

Cite

@article{arxiv.2108.10183,
  title  = {LivDet 2021 Fingerprint Liveness Detection Competition -- Into the unknown},
  author = {Roberto Casula and Marco Micheletto and Giulia Orrù and Rita Delussu and Sara Concas and Andrea Panzino and Gian Luca Marcialis},
  journal= {arXiv preprint arXiv:2108.10183},
  year   = {2021}
}

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Preprint version of a paper accepted at IJCB 2021

LivDet 2021 Fingerprint Liveness Detection Competition -- Into the unknown

Abstract

Keywords

Cite

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