Enhancing Fingerprint Image Synthesis with GANs, Diffusion Models, and Style Transfer Techniques

W. Tang, D. Figueroa, D. Liu +2

We present novel approaches involving generative adversarial networks and diffusion models in order to synthesize high quality, live and spoof fingerprint images while preserving f…