3 papers
cs.CV2026
VISER: Visually-Informed System for Enhanced Robustness in Open-Set Iris Presentation Attack Detection
Byron Dowling, Jacob Piland, Eleanor Frederick +2
Human perceptual priors have shown promise in saliency-guided deep learning training, particularly in the domain of iris presentation attack detection (PAD). Common saliency approa…
cs.CV2026
Generalist Multimodal LLMs Gain Biometric Expertise via Human Salience
Jacob Piland, Byron Dowling, Christopher Sweet +1
Iris presentation attack detection (PAD) is critical for secure biometric deployments, yet developing specialized models faces significant practical barriers: collecting data repre…
cs.CV2025
AutoSIGHT: Automatic Eye Tracking-based System for Immediate Grading of Human experTise
Byron Dowling, Jozef Probcin, Adam Czajka
Can we teach machines to assess the expertise of humans solving visual tasks automatically based on eye tracking features? This paper proposes AutoSIGHT, Automatic System for Immed…