Review of eye tracking metrics involved in emotional and cognitive processes
Eye behaviour provides valuable information revealing one's higher cognitive functions and
state of affect. Although eye tracking is gaining ground in the research community, it is not …
state of affect. Although eye tracking is gaining ground in the research community, it is not …
Appearance-based gaze estimation with deep learning: A review and benchmark
Human gaze provides valuable information on human focus and intentions, making it a
crucial area of research. Recently, deep learning has revolutionized appearance-based …
crucial area of research. Recently, deep learning has revolutionized appearance-based …
Fake it till you make it: face analysis in the wild using synthetic data alone
We demonstrate that it is possible to perform face-related computer vision in the wild using
synthetic data alone. The community has long enjoyed the benefits of synthesizing training …
synthetic data alone. The community has long enjoyed the benefits of synthesizing training …
Eth-xgaze: A large scale dataset for gaze estimation under extreme head pose and gaze variation
Gaze estimation is a fundamental task in many applications of computer vision, human
computer interaction and robotics. Many state-of-the-art methods are trained and tested on …
computer interaction and robotics. Many state-of-the-art methods are trained and tested on …
Learning from simulated and unsupervised images through adversarial training
With recent progress in graphics, it has become more tractable to train models on synthetic
images, potentially avoiding the need for expensive annotations. However, learning from …
images, potentially avoiding the need for expensive annotations. However, learning from …
Gaze360: Physically unconstrained gaze estimation in the wild
Understanding where people are looking is an informative social cue. In this work, we
present Gaze360, a large-scale remote gaze-tracking dataset and method for robust 3D …
present Gaze360, a large-scale remote gaze-tracking dataset and method for robust 3D …
Eye tracking for everyone
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 …
many domains. Despite its range of applications, eye tracking has yet to become a pervasive …
Rt-gene: Real-time eye gaze estimation in natural environments
In this work, we consider the problem of robust gaze estimation in natural environments.
Large camera-to-subject distances and high variations in head pose and eye gaze angles …
Large camera-to-subject distances and high variations in head pose and eye gaze angles …
It's written all over your face: Full-face appearance-based gaze estimation
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 …
work indicated that information from the full face region can benefit performance. Pushing …
Appearance-based gaze estimation in the wild
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 …
existing datasets have been collected under controlled laboratory conditions and methods …