Diffusion-generated synthetic latent fingerprints largely preserve finger identity but introduce small local minutiae inconsistencies and global ridge hallucinations when style or reference quality is mismatched.
Understanding hallucinations in diffusion models through mode interpolation.Advances in Neural In- formation Processing Systems, 37:134614–134644
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Intra-finger Variability of Diffusion-based Latent Fingerprint Generation
Diffusion-generated synthetic latent fingerprints largely preserve finger identity but introduce small local minutiae inconsistencies and global ridge hallucinations when style or reference quality is mismatched.