11 citations · 33 across the 10 of their papers we have counts for
11 papers
The Language of Looking: Motion Tokens Reveal Domain-Dependent Local Structure in Gaze Sequences
Virmarie Maquiling, Enkelejda Kasneci
Human gaze is the primary high-bandwidth interface through which we parse the semantics of our environment. While often modeled as a sequence, the degree to which gaze exhibits tra…
Motion-Based Tokenization for Cross-Dataset Egocentric Gaze Modeling
Virmarie Maquiling, Zhuojiang Cai, Enkelejda Kasneci
Gaze is increasingly used as an input signal for vision and multimodal models, yet no consensus exists on how to represent it across datasets. Raw traces preserve detail but are no…
VIVA Stimuli: A Web-Based Platform for Eye Tracking Stimuli
Suleyman Ozdel, Virmarie Maquiling, Kadir Burak Buldu +2
Reproducibility in eye-tracking research is increasingly important as researchers conduct diverse experiments and seek to validate or replicate findings. However, exact replication…
As Far as Eye See: Vergence-Pupil Coupling in Near-Far Depth Switching
Virmarie Maquiling, Yasmeen Abdrabou, Enkelejda Kasneci
Vergence is widely used as a proxy for depth perception and spatial attention in immersive and real-world eye-tracking studies. In this paper, we investigate how pupil size artefac…
Night Eyes: A Reproducible Framework for Constellation-Based Corneal Reflection Matching
Virmarie Maquiling, Yasmeen Abdrabou, Enkelejda Kasneci
Corneal reflection (glint) detection plays an important role in pupil-corneal reflection (P-CR) eye tracking, but in practice it is often handled as heuristics embedded within larg…
Imperceptible Gaze Guidance Through Ocularity in Virtual Reality
Virmarie Maquiling, Li Zhaoping, Enkelejda Kasneci
We introduce to VR a novel imperceptible gaze guidance technique from a recent discovery that human gaze can be attracted to a cue that contrasts from the background in its percept…
Zero-Shot Pupil Segmentation with SAM 2: A Case Study of Over 14 Million Images
Virmarie Maquiling, Sean Anthony Byrne, Diederick C. Niehorster +2
We explore the transformative potential of SAM 2, a vision foundation model, in advancing gaze estimation and eye tracking technologies. By significantly reducing annotation time,…
Introduction to Eye Tracking: A Hands-On Tutorial for Students and Practitioners
Enkelejda Kasneci, Hong Gao, Suleyman Ozdel +6
Eye-tracking technology is widely used in various application areas such as psychology, neuroscience, marketing, and human-computer interaction, as it is a valuable tool for unders…
Zero-Shot Segmentation of Eye Features Using the Segment Anything Model (SAM)
Virmarie Maquiling, Sean Anthony Byrne, Diederick C. Niehorster +2
The advent of foundation models signals a new era in artificial intelligence. The Segment Anything Model (SAM) is the first foundation model for image segmentation. In this study,…
LEyes: A Lightweight Framework for Deep Learning-Based Eye Tracking using Synthetic Eye Images
Sean Anthony Byrne, Virmarie Maquiling, Marcus Nyström +2
Deep learning has bolstered gaze estimation techniques, but real-world deployment has been impeded by inadequate training datasets. This problem is exacerbated by both hardware-ind…
Precise localization of corneal reflections in eye images using deep learning trained on synthetic data
Sean Anthony Byrne, Marcus Nyström, Virmarie Maquiling +2
We present a deep learning method for accurately localizing the center of a single corneal reflection (CR) in an eye image. Unlike previous approaches, we use a convolutional neura…