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 …

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 …

Realistic one-shot mesh-based head avatars

T Khakhulin, V Sklyarova, V Lempitsky… - European Conference on …, 2022 - Springer
We present a system for the creation of realistic one-shot mesh-based (ROME) human head
avatars. From a single photograph, our system estimates the head mesh (with person …

Megaportraits: One-shot megapixel neural head avatars

N Drobyshev, J Chelishev, T Khakhulin… - Proceedings of the 30th …, 2022 - dl.acm.org
In this work, we advance the neural head avatar technology to the megapixel resolution
while focusing on the particularly challenging task of cross-driving synthesis, ie, when the …

Unsupervised representation learning for gaze estimation

Y Yu, JM Odobez - … of the IEEE/CVF Conference on …, 2020 - openaccess.thecvf.com
Although automatic gaze estimation is very important to a large variety of application areas,
it is difficult to train accurate and robust gaze models, in great part due to the difficulty in …

Deep learning models for webcam eye tracking in online experiments

S Saxena, LK Fink, EB Lange - Behavior Research Methods, 2024 - Springer
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 …

Real-time multi-person eyeblink detection in the wild for untrimmed video

W Zeng, Y **ao, S Wei, J Gan… - Proceedings of the …, 2023 - openaccess.thecvf.com
Real-time eyeblink detection in the wild can widely serve for fatigue detection, face anti-
spoofing, emotion analysis, etc. The existing research efforts generally focus on single …

Remote eye gaze tracking research: a comparative evaluation on past and recent progress

IS Shehu, Y Wang, AM Athuman, X Fu - Electronics, 2021 - mdpi.com
Several decades of eye related research has shown how valuable eye gaze data are for
applications that are essential to human daily life. Eye gaze data in a broad sense has been …

Fatigueview: A multi-camera video dataset for vision-based drowsiness detection

C Yang, Z Yang, W Li, J See - IEEE Transactions on Intelligent …, 2022 - ieeexplore.ieee.org
Although vision-based drowsiness detection approaches have achieved great success on
empirically organized datasets, it remains far from being satisfactory for deployment in …

Eye-lrcn: A long-term recurrent convolutional network for eye blink completeness detection

G de la Cruz, M Lira, O Luaces… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Computer vision syndrome causes vision problems and discomfort mainly due to dry eye.
Several studies show that dry eye in computer users is caused by a reduction in the blink …