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.
A latent fingerprint in the wild database.IEEE Transactions on Information Forensics and Security, 19:3703–3718, 2024
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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.