OpenNEEDS: A dataset of gaze, head, hand, and scene signals during exploration in open-ended VR environments

KJ Emery, M Zannoli, J Warren, L Xiao… - ACM Symposium on Eye …, 2021 - dl.acm.org
We present OpenNEEDS, the first large-scale, high frame rate, comprehensive, and open-
source dataset of Non-Eye (head, hand, and scene) and Eye (3D gaze vectors) data …

Benefits of temporal information for appearance-based gaze estimation

C Palmero Cantarino, OV Komogortsev… - ACM Symposium on Eye …, 2020 - dl.acm.org
State-of-the-art appearance-based gaze estimation methods, usually based on deep
learning techniques, mainly rely on static features. However, temporal trace of eye gaze …

Iseecolor: method for advanced visual analytics of eye tracking data

K Panetta, Q Wan, S Rajeev, A Kaszowska… - IEEE …, 2020 - ieeexplore.ieee.org
Recent advances in head-mounted eye-tracking technology have allowed researchers to
monitor eye movements during locomotion in real-world environments, increasing the …

Deep-SAGA: a deep-learning-based system for automatic gaze annotation from eye-tracking data

O Deane, E Toth, SH Yeo - Behavior Research Methods, 2023 - Springer
With continued advancements in portable eye-tracker technology liberating experimenters
from the restraints of artificial laboratory designs, research can now collect gaze data from …

Gaze-in-wild: A dataset for studying eye and head coordination in everyday activities

R Kothari, Z Yang, C Kanan, R Bailey, JB Pelz… - Scientific reports, 2020 - nature.com
The study of gaze behavior has primarily been constrained to controlled environments in
which the head is fixed. Consequently, little effort has been invested in the development of …

Invisibleeye: Mobile eye tracking using multiple low-resolution cameras and learning-based gaze estimation

M Tonsen, J Steil, Y Sugano, A Bulling - Proceedings of the ACM on …, 2017 - dl.acm.org
Analysis of everyday human gaze behaviour has significant potential for ubiquitous
computing, as evidenced by a large body of work in gaze-based human-computer …

Real-time head-based deep-learning model for gaze probability regions in collaborative VR

R Bovo, D Giunchi, L Sidenmark, H Gellersen… - 2022 Symposium on …, 2022 - dl.acm.org
Eye behavior has gained much interest in the VR research community as an interactive input
and support for collaboration. Researchers used head behavior and saliency to implement …

Dynamic 3d gaze from afar: Deep gaze estimation from temporal eye-head-body coordination

S Nonaka, S Nobuhara… - Proceedings of the IEEE …, 2022 - openaccess.thecvf.com
We introduce a novel method and dataset for 3D gaze estimation of a freely moving person
from a distance, typically in surveillance views. Eyes cannot be clearly seen in such cases …

Wearable Eye-tracking for Research: Automated dynamic gaze mapping and accuracy/precision comparisons across devices

JJ MacInnes, S Iqbal, J Pearson, EN Johnson - BioRxiv, 2018 - biorxiv.org
Wearable eye-trackers offer exciting advantages over screen-based systems, but their use in
research settings has been hindered by significant analytic challenges as well as a lack of …

Eye-body Coordination during Daily Activities for Gaze Prediction from Full-body Poses

Z Hu, J Xu, S Schmitt, A Bulling - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Human eye gaze plays a significant role in many virtual and augmented reality (VR/AR)
applications, such as gaze-contingent rendering, gaze-based interaction, or eye-based …