2 citations · 3 across the 4 of their papers we have counts for
4 papers
Binding Biometrics with AI Agent Identifiers for Delegation of Authority
Joseph Geo Benjamin, Anil K Jain, Karthik Nandakumar
The proliferation of agentic artificial intelligence (AI) systems has raised serious questions about the accountability for tasks performed by AI agents. Ideally, an AI agent must…
Foundation versus Domain-specific Models: Performance Comparison, Fusion, and Explainability in Face Recognition
Redwan Sony, Parisa Farmanifard, Arun Ross +1
In this paper, we address the following question: How do generic foundation models (e.g., CLIP, BLIP, GPT-4o, Grok-4) compare against a domain-specific face recognition model (viz.…
On Missing Scores in Evolving Multibiometric Systems
Melissa R Dale, Anil Jain, Arun Ross
The use of multiple modalities (e.g., face and fingerprint) or multiple algorithms (e.g., three face comparators) has shown to improve the recognition accuracy of an operational bi…
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…