Appearance-based gaze estimation with deep learning: A review and benchmark

Y Cheng, H Wang, Y Bao, F Lu - IEEE Transactions on Pattern …, 2024 - ieeexplore.ieee.org
Human gaze provides valuable information on human focus and intentions, making it a
crucial area of research. Recently, deep learning has revolutionized appearance-based …

In the eye of the beholder: A survey of gaze tracking techniques

J Liu, J Chi, H Yang, X Yin - Pattern Recognition, 2022 - Elsevier
Gaze tracking estimates and tracks the user's gaze by analyzing facial or eye features, it is
an important way to realize automated vision-based interaction. This paper introduces the …

Eye tracking for everyone

K Krafka, A Khosla, P Kellnhofer… - Proceedings of the …, 2016 - cv-foundation.org
From scientific research to commercial applications, eye tracking is an important tool across
many domains. Despite its range of applications, eye tracking has yet to become a pervasive …

It's written all over your face: Full-face appearance-based gaze estimation

X Zhang, Y Sugano, M Fritz… - Proceedings of the IEEE …, 2017 - openaccess.thecvf.com
Eye gaze is an important non-verbal cue for human affect analysis. Recent gaze estimation
work indicated that information from the full face region can benefit performance. Pushing …

Appearance-based gaze estimation in the wild

X Zhang, Y Sugano, M Fritz… - Proceedings of the IEEE …, 2015 - openaccess.thecvf.com
Appearance-based gaze estimation is believed to work well in real-world settings, but
existing datasets have been collected under controlled laboratory conditions and methods …

Mpiigaze: Real-world dataset and deep appearance-based gaze estimation

X Zhang, Y Sugano, M Fritz… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
Learning-based methods are believed to work well for unconstrained gaze estimation, ie
gaze estimation from a monocular RGB camera without assumptions regarding user …

Gaze estimation by exploring two-eye asymmetry

Y Cheng, X Zhang, F Lu, Y Sato - IEEE Transactions on Image …, 2020 - ieeexplore.ieee.org
Eye gaze estimation is increasingly demanded by recent intelligent systems to facilitate a
range of interactive applications. Unfortunately, learning the highly complicated regression …

Learning to find eye region landmarks for remote gaze estimation in unconstrained settings

S Park, X Zhang, A Bulling, O Hilliges - … of the 2018 ACM symposium on …, 2018 - dl.acm.org
Conventional feature-based and model-based gaze estimation methods have proven to
perform well in settings with controlled illumination and specialized cameras. In …

Appearance-based gaze estimation via evaluation-guided asymmetric regression

Y Cheng, F Lu, X Zhang - Proceedings of the European …, 2018 - openaccess.thecvf.com
Eye gaze estimation has been increasingly demanded by recent intelligent systems to
accomplish a range of interaction-related tasks, by using simple eye images as input …

Quatnet: Quaternion-based head pose estimation with multiregression loss

HW Hsu, TY Wu, S Wan, WH Wong… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Head pose estimation has attracted immense research interest recently, as its inherent
information significantly improves the performance of face-related applications such as face …