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 …

Automatic gaze analysis: A survey of deep learning based approaches

S Ghosh, A Dhall, M Hayat, J Knibbe… - IEEE Transactions on …, 2023‏ - ieeexplore.ieee.org
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 …

Few-shot adaptive gaze estimation

S Park, SD Mello, P Molchanov… - Proceedings of the …, 2019‏ - openaccess.thecvf.com
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 …

Eye gaze estimation: A survey on deep learning-based approaches

P Pathirana, S Senarath, D Meedeniya… - Expert Systems with …, 2022‏ - Elsevier
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 …

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 …

Efe: End-to-end frame-to-gaze estimation

H Balim, S Park, X Wang, X Zhang… - Proceedings of the …, 2023‏ - openaccess.thecvf.com
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 …

[HTML][HTML] Eye-tracking system with low-end hardware: development and evaluation

E Iacobelli, V Ponzi, S Russo, C Napoli - Information, 2023‏ - mdpi.com
Eye-tracking systems have emerged as valuable tools in various research fields, including
psychology, medicine, marketing, car safety, and advertising. However, the high costs of the …

An end-to-end review of gaze estimation and its interactive applications on handheld mobile devices

Y Lei, S He, M Khamis, J Ye - ACM Computing Surveys, 2023‏ - dl.acm.org
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 …

Glancee: An adaptable system for instructors to grasp student learning status in synchronous online classes

S Ma, T Zhou, F Nie, X Ma - Proceedings of the 2022 CHI conference on …, 2022‏ - dl.acm.org
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 …

Mambapupil: Bidirectional selective recurrent model for event-based eye tracking

Z Wang, Z Wan, H Han, B Liao, Y Wu… - Proceedings of the …, 2024‏ - openaccess.thecvf.com
Event-based eye tracking has shown great promise with the high temporal resolution and
low redundancy provided by the event camera. However the diversity and abruptness of eye …