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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 …
Automatic gaze analysis: A survey of deep learning based approaches
Eye gaze analysis is an important research problem in the field of Computer Vision and
Human-Computer Interaction. Even with notable progress in the last 10 years, automatic …
Human-Computer Interaction. Even with notable progress in the last 10 years, automatic …
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 …
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 …
Gaze estimation by exploring two-eye asymmetry
Eye gaze estimation is increasingly demanded by recent intelligent systems to facilitate a
range of interactive applications. Unfortunately, learning the highly complicated regression …
range of interactive applications. Unfortunately, learning the highly complicated regression …
Mpiigaze: Real-world dataset and deep appearance-based gaze estimation
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 from a monocular RGB camera without assumptions regarding user …
Learning an appearance-based gaze estimator from one million synthesised images
Learning-based methods for appearance-based gaze estimation achieve state-of-the-art
performance in challenging real-world settings but require large amounts of labelled training …
performance in challenging real-world settings but require large amounts of labelled training …