Neural networks for optical vector and eye ball parameter estimation

W Fuhl, H Gao, E Kasneci - ACM Symposium on Eye Tracking Research …, 2020 - dl.acm.org
In this work we evaluate neural networks, support vector machines and decision trees for the
regression of the center of the eyeball and the optical vector based on the pupil ellipse. In …

An eye tracking and brain–computer interface-based human–environment interactive system for amyotrophic lateral sclerosis patients

J Wang, S Xu, Y Dai, S Gao - IEEE Sensors Journal, 2022 - ieeexplore.ieee.org
Amyotrophic lateral sclerosis (ALS) patients suffer a great inconvenience in their daily lives
due to the gradual loss of their motion abilities. In order to help ALS patients regain their self …

Screenglint: Practical, in-situ gaze estimation on smartphones

MX Huang, J Li, G Ngai, HV Leong - … of the 2017 CHI Conference on …, 2017 - dl.acm.org
Gaze estimation has widespread applications. However, little work has explored gaze
estimation on smartphones, even though they are fast becoming ubiquitous. This paper …

3D gaze estimation in the scene volume with a head-mounted eye tracker

C Elmadjian, P Shukla, AD Tula… - Proceedings of the …, 2018 - dl.acm.org
Most applications involving gaze-based interaction are supported by estimation techniques
that find a mapping between gaze data and corresponding targets on a 2D surface …

Improving eye-tracking calibration accuracy using symbolic regression

A Hassoumi, V Peysakhovich, C Hurter - Plos one, 2019 - journals.plos.org
Eye tracking systems have recently experienced a diversity of novel calibration procedures,
including smooth pursuit and vestibulo-ocular reflex based calibrations. These approaches …

Toward precise gaze estimation for mobile head-mounted gaze tracking systems

D Su, YF Li, H Chen - IEEE Transactions on Industrial …, 2018 - ieeexplore.ieee.org
The gaze estimation in the mobile scenario often suffers from the extrapolation and parallax
errors. In this paper, we propose a novel calibration framework to achieve the precise gaze …

High-accuracy 3D gaze estimation with efficient recalibration for head-mounted gaze tracking systems

Y Xia, J Liang, Q Li, P Xin, N Zhang - Sensors, 2022 - mdpi.com
The problem of 3D gaze estimation can be viewed as inferring the visual axes from eye
images. It remains a challenge especially for the head-mounted gaze tracker (HMGT) with a …

Idiosyncratic feature-based gaze mapping

P Blignaut - Journal of Eye Movement Research, 2016 - bop.unibe.ch
It is argued that polynomial expressions that are normally used for remote, video-based, low
cost eye tracking systems, are not always ideal to accommodate individual differences in …

Representation learning for webcam-based gaze estimation

S Park - 2020 - research-collection.ethz.ch
Knowing where the user is looking at, allows for intelligent systems to keep track of the
user's needs and respond immediately to changes. The availability of eye gaze information …

Low-cost eye-tracking glasses with real-time head rotation compensation

Y Wang, H Zeng, J Liu - 2016 10th International Conference on …, 2016 - ieeexplore.ieee.org
Nowadays capturing the image of eyeball with camera and estimating gaze points using
pupil positions is the most common method for eye-tracking devices. Head-mounted eye …