Gaze Estimation Based on the imporved Xception network

H Luo, P Gao, J Li, D Zeng - IEEE Sensors Journal, 2024 - ieeexplore.ieee.org
The estimation of gaze points plays a crucial role in various fields, from scientific research to
commercial product applications, aiding in the understanding of human behavior and …

A new appearance-based gaze estimation via multi-modal fusion

H Yang, Z Yang, J Liu, J Chi - 2023 3rd International …, 2023 - ieeexplore.ieee.org
Appearance-based gaze estimation has gained more and more attention because of its
generality, robustness, and subject independence. Deep learning, which has made a great …

EG-Net: Appearance-based eye gaze estimation using an efficient gaze network with attention mechanism

X Wu, L Li, H Zhu, G Zhou, L Li, F Su, S He… - Expert Systems with …, 2023 - Elsevier
Gaze estimation, which has a wide range of applications in many scenarios, is a challenging
task due to various unconstrained conditions. As information from both full-face and eye …

Gazeattentionnet: Gaze estimation with attentions

H Huang, L Ren, Z Yang, Y Zhan… - ICASSP 2022-2022 …, 2022 - ieeexplore.ieee.org
Predicting gaze point on mobile devices without calibration in unconstrained environments
has great significance on human computer interaction. Appearance-based gaze estimation …

[HTML][HTML] Gaze Estimation Method Combining Facial Feature Extractor with Pyramid Squeeze Attention Mechanism

J Wei, H Wu, Q Wu, Y Iwahori, X Yu, A Wang - Electronics, 2023 - mdpi.com
To address the issue of reduced gaze estimation accuracy caused by individual differences
in different environments, this study proposes a novel gaze estimation algorithm based on …

Hybridgazenet: Geometric model guided convolutional neural networks for gaze estimation

S Guo, X Jiang, Z Su, R Wu, X Wang - arXiv preprint arXiv:2111.11691, 2021 - arxiv.org
As a critical cue for understanding human intention, human gaze provides a key signal for
Human-Computer Interaction (HCI) applications. Appearance-based gaze estimation, which …

Gaze Estimation Based on Attention Mechanism Combined with Temporal Network

G Ren, Y Zhang, Q Feng - IEEE Access, 2023 - ieeexplore.ieee.org
Due to the continuous and dynamic nature of gaze estimation, the true gaze point at each
moment is closely related to the previous moment. Simply detecting individual frames of …

Appearance-based gaze estimation using separable convolution neural networks

Y Zhuang, Y Zhang, H Zhao - 2021 IEEE 5th Advanced …, 2021 - ieeexplore.ieee.org
Gaze estimation is one of the current important research contents of computer vision. For the
current situation where the gaze estimation neural network has a large amount of …

[HTML][HTML] Gaze Estimation Based on Convolutional Structure and Sliding Window-Based Attention Mechanism

Y Li, J Chen, J Ma, X Wang, W Zhang - Sensors, 2023 - mdpi.com
The direction of human gaze is an important indicator of human behavior, reflecting the level
of attention and cognitive state towards various visual stimuli in the environment …

Gaze Estimation with Multi-scale Attention-based Convolutional Neural Networks

Y Zhang, J Li, G Ouyang - 2023 29th International Conference …, 2023 - ieeexplore.ieee.org
Gaze estimation has gained increasing attention due to its widespread applications. In real-
world unconstrained environments, the performance is still unstable due to large variations …