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 …
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 …
an important way to realize automated vision-based interaction. This paper introduces the …
Contrastive regression for domain adaptation on gaze estimation
Abstract Appearance-based Gaze Estimation leverages deep neural networks to regress the
gaze direction from monocular images and achieve impressive performance. However, its …
gaze direction from monocular images and achieve impressive performance. However, its …
Generalizing gaze estimation with rotation consistency
Recent advances of deep learning-based approaches have achieved remarkable
performance on appearance-based gaze estimation. However, due to the shortage of target …
performance on appearance-based gaze estimation. However, due to the shortage of target …
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 …
An end-to-end review of gaze estimation and its interactive applications on handheld mobile devices
In recent years, we have witnessed an increasing number of interactive systems on
handheld mobile devices which utilise gaze as a single or complementary interaction …
handheld mobile devices which utilise gaze as a single or complementary interaction …
Interaction-aware joint attention estimation using people attributes
C Nakatani, H Kawashima… - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
This paper proposes joint attention estimation in a single image. Different from related work
in which only the gaze-related attributes of people are independently employed,(I) their …
in which only the gaze-related attributes of people are independently employed,(I) their …
We know where they are looking at from the rgb-d camera: Gaze following in 3d
Inferring gaze target or gaze following is an effective way to understand human actions and
intentions, which makes quite a challenge. Some existing studies on gaze estimation cannot …
intentions, which makes quite a challenge. Some existing studies on gaze estimation cannot …
Free-headgan: Neural talking head synthesis with explicit gaze control
We present Free-HeadGAN, a person-generic neural talking head synthesis system. We
show that modeling faces with sparse 3D facial landmarks is sufficient for achieving state-of …
show that modeling faces with sparse 3D facial landmarks is sufficient for achieving state-of …
Efe: End-to-end frame-to-gaze estimation
Despite the recent development of learning-based gaze estimation methods, most methods
require one or more eye or face region crops as inputs and produce a gaze direction vector …
require one or more eye or face region crops as inputs and produce a gaze direction vector …