Ingrid Jakobi Wolff Madsen & Kaare Børsting will give a talk about their work on Using generative models to synthesize iris data. Details below.
Ingrid Jakobi Wolff Madsen, MSc., ITU,
Kaare Børsting, MSc., ITU.
Using generative models to synthesize iris data
Authentication systems increasingly rely on using unique biometric features rather than or additionally to the use of physical keys, passwords and pin-codes. We are looking into utilizing GANs to generate synthetic images of eyes with an embedded iris texture given an iris code to challenge the security of such authentication systems.