Fingerprint presentation attack detection based on local features encoding for unknown attacks

LJ Gonzalez-Soler, M Gomez-Barrero, L Chang… - IEEE …, 2021 - ieeexplore.ieee.org
Presentation Attack Instruments (PAIs) have been used to train the Presentation Attack Detection
(… face difficulties detecting PAIs built from unknown materials and/or unknown recepies, …

Local feature encoding for unknown presentation attack detection: An analysis of different local feature descriptors

LJ González‐Soler, M Gomez‐Barrero… - IET …, 2021 - Wiley Online Library
… by means of artificial fingerprints or presentation attack instruments (PAIs). … -based descriptors,
in order to enhance the generalisation capabilities of the local features to unknown attacks

An intelligent approach for fingerprint presentation attack detection using ensemble learning with improved local image features

D Sharma, A Selwal - Multimedia Tools and Applications, 2022 - Springer
… To alleviate these attacks, presentation attack detection (PAD… -textural properties of the
fingerprint images. In this paper, we … feature vectors are encoded using three feature encoding

Anomaly detection with convolutional autoencoders for fingerprint presentation attack detection

J Kolberg, M Grimmer… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
attacks unknown to the system operator may occur. Therefore, presentation attack detection
(… One is the latent feature representation as a result of the encoding phase from our Dense-…

HyFiPAD: a hybrid approach for fingerprint presentation attack detection using local and adaptive image features

D Sharma, A Selwal - The Visual Computer, 2022 - Springer
… to presentation or spoofing attacks from fake fingerprint artifacts. To … The original LBP feature
set encodes the information based … a new variant of local features termed as LABP which …

[HTML][HTML] A comprehensive survey of fingerprint presentation attack detection

K Karampidis, M Rousouliotis, E Linardos… - … , Security and Safety, 2021 - oaepublish.com
… Security attacks on fingerprint authentication systems can be … descriptor encodes the local
fingerprint texture on a feature … for extracting the local features of the fingerprint with the use …

A survey on unknown presentation attack detection for fingerprint

JM Singh, A Madhun, G Li, R Ramachandra - Intelligent Technologies and …, 2021 - Springer
attacks for the fingerprint is critical. Our survey on … scales, and the features are then encoded
using a previously learned … BoW approach uses K-means clustering local features and …

Fingerprint presentation attack detection: A sensor and material agnostic approach

SA Grosz, T Chugh, AK Jain - 2020 IEEE international joint …, 2020 - ieeexplore.ieee.org
fingerprint recognition systems to presentation attacks (PAs), … of accurate and efficient
presentation attack detection (PAD) … features encoding for unknown attacks. arXiv preprint arXiv:…

Fingerprint liveness detection schemes: A review on presentation attack

DS Ametefe, SS Sarnin, DM Ali… - Computer Methods in …, 2022 - Taylor & Francis
… restrict its focus to direct attacks (presentation attacks). The … of robust fingerprint presentation
attack detection models. Concisely… The use of local features (level-1 features) extraction was …

[PDF][PDF] Fingerprint Presentation Attack Detection Based on Local Features Encoding for Unknown Attacks

L CHANG, A PÉREZ-SUÁREZ - scholar.archive.org
Presentation Attack Instruments (PAIs) have been used to train the Presentation Attack Detection
(… face difficulties detecting PAIs built from unknown materials and/or unknown recepies, …