Generating Diverse and Controllable Synthetic Fingerprints Using Multimodal Diffusion Models

GenPrint, a controllable latent diffusion model, can generate diverse and realistic synthetic fingerprint images with explainable control over fingerprint class, acquisition type, sensor device, and quality level, including zero-shot generation of fingerprint styles not seen during training.