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 …
Few-shot adaptive gaze estimation
Inter-personal anatomical differences limit the accuracy of person-independent gaze
estimation networks. Yet there is a need to lower gaze errors further to enable applications …
estimation networks. Yet there is a need to lower gaze errors further to enable applications …
Eye gaze estimation: A survey on deep learning-based approaches
Human gaze estimation plays a major role in many applications in human–computer
interaction and computer vision by identifying the users' point-of-interest. Revolutionary …
interaction and computer vision by identifying the users' point-of-interest. Revolutionary …
Appearance-based gaze estimation using attention and difference mechanism
P Biswas - Proceedings of the IEEE/CVF conference on …, 2021 - openaccess.thecvf.com
Appearance-based gaze estimation problem received wide attention over the past few
years. Even though model-based approaches existed earlier, availability of large datasets …
years. Even though model-based approaches existed earlier, availability of large datasets …
When i look into your eyes: A survey on computer vision contributions for human gaze estimation and tracking
The automatic detection of eye positions, their temporal consistency, and their map** into
a line of sight in the real world (to find where a person is looking at) is reported in the …
a line of sight in the real world (to find where a person is looking at) is reported in the …
Glancee: An adaptable system for instructors to grasp student learning status in synchronous online classes
Synchronous online learning has become a trend in recent years. However, instructors often
face the challenge of inferring audiences' reactions and learning status without seeing their …
face the challenge of inferring audiences' reactions and learning status without seeing their …
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 …
Deep learning models for webcam eye tracking in online experiments
Eye tracking is prevalent in scientific and commercial applications. Recent computer vision
and deep learning methods enable eye tracking with off-the-shelf webcams and reduce …
and deep learning methods enable eye tracking with off-the-shelf webcams and reduce …
Neural networks for optical vector and eye ball parameter estimation
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 …
regression of the center of the eyeball and the optical vector based on the pupil ellipse. In …