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Learning an Ensemble of Deep Fingerprint Representations
Akash Godbole, Karthik Nandakumar, Anil K. Jain
Deep neural networks (DNNs) have shown incredible promise in learning fixed-length representations from fingerprints. Since the representation learning is often focused on capturin…
Synthetic Latent Fingerprint Generator
Andre Brasil Vieira Wyzykowski, Anil K. Jain
Given a full fingerprint image (rolled or slap), we present CycleGAN models to generate multiple latent impressions of the same identity as the full print. Our models can control t…
Controllable and Guided Face Synthesis for Unconstrained Face Recognition
Feng Liu, Minchul Kim, Anil Jain +1
Although significant advances have been made in face recognition (FR), FR in unconstrained environments remains challenging due to the domain gap between the semi-constrained train…