2 papers
cs.CV2023
Toward responsible face datasets: modeling the distribution of a disentangled latent space for sampling face images from demographic groups
Parsa Rahimi, Christophe Ecabert, Sebastien Marcel
Recently, it has been exposed that some modern facial recognition systems could discriminate specific demographic groups and may lead to unfair attention with respect to various fa…
cs.CV2023
Fairness Index Measures to Evaluate Bias in Biometric Recognition
Ketan Kotwal, Sebastien Marcel
The demographic disparity of biometric systems has led to serious concerns regarding their societal impact as well as applicability of such systems in private and public domains. A…