3 papers
cs.CV2026
Progressive Learning of a Diffusion-based Inpainting Model for Separating Overlapped Fingerprints
Noor Hussein, Anil K. Jain, Karthik Nandakumar
Overlapped friction ridge patterns are a recurring problem in latent fingerprints recovered from crime scenes and in live-scan scenarios where residual fingerprints on the sensor m…
cs.CV2026
Continual Few-shot Adaptation for Synthetic Fingerprint Detection
Joseph Geo Benjamin, Anil K. Jain, Karthik Nandakumar
The quality and realism of synthetically generated fingerprint images have increased significantly over the past decade fueled by advancements in generative artificial intelligence…
cs.CV2026
Intra-finger Variability of Diffusion-based Latent Fingerprint Generation
Noor Hussein, Anil K. Jain, Karthik Nandakumar
The primary goal of this work is to systematically evaluate the intra-finger variability of synthetic fingerprints (particularly latent prints) generated using a state-of-the-art d…