output
20142025
most citedReversing the Irreversible: A Survey on Inverse Biometrics

92 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2024Show all

6 papers · 1 filter

stat.ML2024

Multi forests: Variable importance for multi-class outcomes

Roman Hornung, Alexander Hapfelmeier

In prediction tasks with multi-class outcomes, identifying covariates specifically associated with one or more outcome classes can be important. Conventional variable importance me…

cs.CV2024

Few-Shot Learning: Expanding ID Cards Presentation Attack Detection to Unknown ID Countries

Alvaro S. Rocamora, Juan M. Espin, Juan E. Tapia

This paper proposes a Few-shot Learning (FSL) approach for detecting Presentation Attacks on ID Cards deployed in a remote verification system and its extension to new countries. O…

cs.CV2024★ 11 cited

First Competition on Presentation Attack Detection on ID Card

Juan E. Tapia, Naser Damer, Christoph Busch +12

This paper summarises the Competition on Presentation Attack Detection on ID Cards (PAD-IDCard) held at the 2024 International Joint Conference on Biometrics (IJCB2024). The compet…

stat.ME2024★ 2 cited

Rethinking the handling of method failure in comparison studies

Milena Wünsch, Moritz Herrmann, Elisa Noltenius +3

Comparison studies in methodological research are intended to compare methods in an evidence-based manner to help data analysts select a suitable method for their application. To p…

stat.AP2024

To tweak or not to tweak. How exploiting flexibilities in gene set analysis leads to over-optimism

Milena Wünsch, Christina Sauer, Moritz Herrmann +2

Gene set analysis, a popular approach for analysing high-throughput gene expression data, aims to identify sets of genes that show enriched expression patterns between two conditio…

cs.CV2024★ 92 cited

Reversing the Irreversible: A Survey on Inverse Biometrics

Marta Gomez-Barrero, Javier Galbally

With the widespread use of biometric recognition, several issues related to the privacy and security provided by this technology have been recently raised and analysed. As a result…