Workshop on Fairness in Biometric Systems Call for Papers

Call for Papers
ICPR 2024:  2nd Workshop on Fairness in Biometric Systems

https://sites.google.com/view/icpr2024-fairbio/home

Biometric systems have spread worldwide and therefore have been
increasingly involved in critical decision-making processes, including
finances, public security, and forensics.  Despite their increasing
impact on everybody's daily life, many biometric solutions perform
highly divergent for different groups of individuals, as previous
works have shown. Consequently, the recognition performance of such
systems is significantly impacted by demographic and non-demographic
attributes of users. This brings to the fore discriminatory and unfair
treatment of users of such systems.

At the same time, several political regulations, such as Article 7 of
the Universal Declaration of Human Rights and Article 71 of the
General Data Protection Regulation (GDPR), have highlighted the
importance of the right to non-discrimination. These political efforts
show the pertinent need for analyzing and mitigating equability
concerns in biometric systems. Given the increasing impact on
everybody's daily life, as well as the associated social interest,
research on fairness in biometric solutions is urgently needed.

This includes
* Developing and analyzing biometric datasets
* Proposing metrics related to equability in biometrics
* Demographic and non-demographic factors in
biometric systems
* Investigating and mitigating equability concerns
in biometric algorithms including
o Identity verification and identification
o Soft-biometric attribute estimation
o Presentation attack detection
o Template protection
o Biometric image generation
o Quality assessment

Important Dates

Workshop: December 01, 2024
Full Paper Submission: August 12, 2024
Acceptance Notice: September 20, 2024
Camera-Ready Paper:  September 24, 2024