Appearance-based gaze estimation in the wild [PDF]
2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015 Appearance-based gaze estimation is believed to work well in real-world settings, but existing datasets have been collected under controlled laboratory conditions and methods have been not evaluated across multiple datasets.
Xucong Zhang +2 more
exaly +13 more sources
Improving Domain Generalization in Appearance-Based Gaze Estimation With Consistency Regularization
IEEE Access, 2023 Gaze estimation, a method for understanding human behavior by analyzing where a person is looking, has significant applications in various fields including advertising, driving assistance, medical diagnostics, and human-computer interaction.
Moon-Ki Back +2 more
doaj +4 more sources
CI-Net: Appearance-Based Gaze Estimation via Cooperative Network
IEEE Access, 2022 Facial occlusion and different appearances of both eyes in natural scenes can affect the accuracy of gaze estimation based on appearance. Therefore, this paper proposes a gaze estimation model based on cooperative network: CI-Net, including a consistency
Yuan Luo, Jiangtao Chen, Jian Chen
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I2DNet - Design and real-time evaluation of an appearance-based gaze estimation system [PDF]
Journal of Eye Movement Research, 2021 Gaze estimation problem can be addressed using either model-based or appearance-based approaches. Model-based approaches rely on features extracted from eye images to fit a 3D eye-ball model to obtain gaze point estimate while appearance-based methods ...
L R D Murthy +3 more
doaj +2 more sources
Appearance-Based Gaze Estimation for ASD Diagnosis
IEEE Transactions on Cybernetics, 2022 Biomarkers, such as magnetic resonance imaging (MRI) and electroencephalogram have been used to help diagnose autism spectrum disorder (ASD). However, the diagnosis needs the assist of specialized medical equipment in the hospital or laboratory. To diagnose ASD in a more effective and convenient way, in this article, we propose an appearance-based gaze
Jing Li, Hak-Keung Lam, Junxia Han
exaly +7 more sources
Evaluation of accurate eye corner detection methods for gaze estimation [PDF]
Journal of Eye Movement Research, 2014 Accurate detection of iris center and eye corners appears to be a promising approach for low cost gaze estimation. In this paper we propose novel eye inner corner detection methods. Appearance and feature based segmentation approaches are suggested.
Jose Javier Bengoechea +3 more
doaj +4 more sources
A Gaze Estimation Method Based on Spatial and Channel Reconstructed ResNet Combined with Multi-Clue Fusion [PDF]
Journal of ImagingThe complexity of various factors influencing online learning makes it difficult to characterize learning concentration, while Accurately estimating students’ gaze points during learning video sessions represents a critical scientific challenge in ...
Zhaoyu Shou +3 more
doaj +2 more sources
Product Engagement Detection Using Multi-Camera 3D Skeleton Reconstruction and Gaze Estimation [PDF]
SensorsProduct engagement detection in retail environments is critical for understanding customer preferences through nonverbal cues such as gaze and hand movements.
Matus Tanonwong +3 more
doaj +2 more sources
Appearance-Based Gaze Estimation Using Dilated-Convolutions [PDF]
Lecture Notes in Computer Science, 2019 16 pages, 7 figures.
Zhaokang Chen, Bertram E Shi
exaly +3 more sources
Gaze Data Imbalance: An Overlooked Challenge in Appearance-Based Gaze Estimation
IEEE AccessData imbalance exists in appearance-based gaze estimation datasets, hurting the model’s generalizability and fairness. Unfortunately, this aspect is usually overlooked, and researchers focus mainly on developing more and more sophisticated gaze ...
Jan Glinko
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