Sean Anthony Byrne

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 7

Top Topics

Corneal Reflections

Feature Engineering

Precise Localization

Top Venues

Proc. ACM Comput. Graph. Interact. Tech.

Proc. ACM Hum. Comput. Interact.

Publications

Virmarie Maquiling, Sean Anthony Byrne, Diederick C. Niehorster, Marcus Nyström, Enkelejda Kasneci
Zero-Shot Segmentation of Eye Features Using the Segment Anything Model (SAM). Proc. ACM Comput. Graph. Interact. Tech. 7 (2) (2024)
Sean Anthony Byrne, Virmarie Maquiling, Adam Peter Frederick Reynolds, Luca Polonio, Nora Castner, Enkelejda Kasneci
Exploring the Effects of Scanpath Feature Engineering for Supervised Image Classification Models. Proc. ACM Hum. Comput. Interact. 7 (ETRA) (2023)
Virmarie Maquiling, Sean Anthony Byrne, Diederick C. Niehorster, Marcus Nyström, Enkelejda Kasneci
Zero-Shot Segmentation of Eye Features Using the Segment Anything Model (SAM). CoRR (2023)
Virmarie Maquiling, Sean Anthony Byrne, Marcus Nyström, Enkelejda Kasneci, Diederick C. Niehorster
V-ir-Net: A Novel Neural Network for Pupil and Corneal Reflection Detection trained on Simulated Light Distributions. MobileHCI (Companion) (2023)
Sean Anthony Byrne, Nora Castner, Ard Kastrati, Martyna Beata Plomecka, William Schaefer, Enkelejda Kasneci, Zoya Bylinskii
Leveraging Eye Tracking in Digital Classrooms: A Step Towards Multimodal Model for Learning Assistance. ETRA (2023)
Sean Anthony Byrne, Virmarie Maquiling, Marcus Nyström, Enkelejda Kasneci, Diederick C. Niehorster
LEyes: A Lightweight Framework for Deep Learning-Based Eye Tracking using Synthetic Eye Images. CoRR (2023)
Sean Anthony Byrne, Marcus Nyström, Virmarie Maquiling, Enkelejda Kasneci, Diederick C. Niehorster
Precise localization of corneal reflections in eye images using deep learning trained on synthetic data. CoRR (2023)