Synthetic Iris Images: A Comparative Analysis between Cartesian and Polar Representation
Adrian Kordas,
Ewelina Bartuzi-Trokielewicz,
Michał Ołowski
et al.
Abstract:In recent years, the advancement of generative techniques, particularly generative adversarial networks (GANs), has opened new possibilities for generating synthetic biometric data from different modalities, including—among others—images of irises, fingerprints, or faces in different representations. This study presents the process of generating synthetic images of human irises, using the recent StyleGAN3 model. The novelty presented in this work consists in producing generated content in both Cartesian and po… Show more
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