Uncertainty visualization of gaze estimation to support operator-controlled calibration [PDF]
Journal of Eye Movement Research, 2018 In this paper, we investigate how visualization assets can support the qualitative evaluation of gaze estimation uncertainty. Although eye tracking data are commonly available, little has been done to visually investigate the uncertainty of recorded gaze
Almoctar Hassoumi +2 more
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Gaze Estimation Based on Convolutional Structure and Sliding Window-Based Attention Mechanism [PDF]
Sensors, 2023 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.
Yujie Li +4 more
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LiteGaze: Neural architecture search for efficient gaze estimation. [PDF]
PLoS ONE, 2023 Gaze estimation plays a critical role in human-centered vision applications such as human-computer interaction and virtual reality. Although significant progress has been made in automatic gaze estimation by deep convolutional neural networks, it is ...
Xinwei Guo +3 more
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ArbGaze: Gaze Estimation from Arbitrary-Sized Low-Resolution Images [PDF]
Sensors, 2022 The goal of gaze estimation is to estimate a gaze vector from an image containing a face or eye(s). Most existing studies use pre-defined fixed-resolution images to estimate the gaze vector. However, images captured from in-the-wild environments may have
Hee Gyoon Kim, Ju Yong Chang
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EM-Gaze: eye context correlation and metric learning for gaze estimation [PDF]
Visual Computing for Industry, Biomedicine, and Art, 2023 In recent years, deep learning techniques have been used to estimate gaze—a significant task in computer vision and human-computer interaction. Previous studies have made significant achievements in predicting 2D or 3D gazes from monocular face images ...
Jinchao Zhou +5 more
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FreeGaze: A Framework for 3D Gaze Estimation Using Appearance Cues from a Facial Video [PDF]
Sensors, 2023 Gaze is a significant behavioral characteristic that can be used to reflect a person’s attention. In recent years, there has been a growing interest in estimating gaze from facial videos.
Shang Tian +4 more
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Direction Estimation Model for Gaze Controlled Systems [PDF]
Journal of Eye Movement Research, 2016 Detection of gaze requires estimation of the position and the relation between user’s pupil and glint. This position is mapped into the region of interest using different edge detectors by detecting the glint coordinates and further gaze direction.
Anjana Sharma, Pawanesh Abrol
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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
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Object Grasp Control of a 3D Robot Arm by Combining EOG Gaze Estimation and Camera-Based Object Recognition [PDF]
Biomimetics, 2023 The purpose of this paper is to quickly and stably achieve grasping objects with a 3D robot arm controlled by electrooculography (EOG) signals. A EOG signal is a biological signal generated when the eyeballs move, leading to gaze estimation.
Muhammad Syaiful Amri bin Suhaimi +4 more
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Gaze Estimation Approach Using Deep Differential Residual Network [PDF]
Sensors, 2022 Gaze estimation, which is a method to determine where a person is looking at given the person’s full face, is a valuable clue for understanding human intention.
Longzhao Huang +5 more
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