Search Results for author: Marco Micheletto

Found 7 papers, 1 papers with code

LivDet2023 -- Fingerprint Liveness Detection Competition: Advancing Generalization

no code implementations27 Sep 2023 Marco Micheletto, Roberto Casula, Giulia Orrù, Simone Carta, Sara Concas, Simone Maurizio La Cava, Julian Fierrez, Gian Luca Marcialis

The International Fingerprint Liveness Detection Competition (LivDet) is a biennial event that invites academic and industry participants to prove their advancements in Fingerprint Presentation Attack Detection (PAD).

Review of the Fingerprint Liveness Detection (LivDet) competition series: from 2009 to 2021

no code implementations15 Feb 2022 Marco Micheletto, Giulia Orrù, Roberto Casula, David Yambay, Gian Luca Marcialis, Stephanie C. Schuckers

Fingerprint authentication systems are highly vulnerable to artificial reproductions of fingerprint, called fingerprint presentation attacks.

Fingerprint recognition with embedded presentation attacks detection: are we ready?

no code implementations20 Oct 2021 Marco Micheletto, Gian Luca Marcialis, Giulia Orrù, Fabio Roli

Accordingly, this paper explores the fusion of PAD into verification systems by proposing a novel investigation instrument: a performance simulator based on the probabilistic modeling of the relationships among the Receiver Operating Characteristics (ROC) of the two individual systems when PAD and verification stages are implemented sequentially.

LivDet 2021 Fingerprint Liveness Detection Competition -- Into the unknown

no code implementations23 Aug 2021 Roberto Casula, Marco Micheletto, Giulia Orrù, Rita Delussu, Sara Concas, Andrea Panzino, Gian Luca Marcialis

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.

Are Adaptive Face Recognition Systems still Necessary? Experiments on the APE Dataset

1 code implementation8 Oct 2020 Giulia Orrù, Marco Micheletto, Julian Fierrez, Gian Luca Marcialis

In the last five years, deep learning methods, in particular CNN, have attracted considerable attention in the field of face-based recognition, achieving impressive results.

Face Recognition

LivDet in Action - Fingerprint Liveness Detection Competition 2019

no code implementations2 May 2019 Giulia Orrù, Roberto Casula, Pierluigi Tuveri, Carlotta Bazzoni, Giovanna Dessalvi, Marco Micheletto, Luca Ghiani, Gian Luca Marcialis

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.

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