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Automatic gaze analysis: A survey of deep learning based approaches
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 …
Human-Computer Interaction. Even with notable progress in the last 10 years, automatic …
Detecting attended visual targets in video
We address the problem of detecting attention targets in video. Our goal is to identify where
each person in each frame of a video is looking, and correctly handle the case where the …
each person in each frame of a video is looking, and correctly handle the case where the …
Understanding cognitive and affective mechanisms in social psychology through eye-tracking
Social psychological research is increasingly interested in the cognitive and affective
processes underlying human behavior in social environments. To match this emerging …
processes underlying human behavior in social environments. To match this emerging …
Evaluation of appearance-based methods and implications for gaze-based applications
Appearance-based gaze estimation methods that only require an off-the-shelf camera have
significantly improved but they are still not yet widely used in the human-computer …
significantly improved but they are still not yet widely used in the human-computer …
Revisiting data normalization for appearance-based gaze estimation
Appearance-based gaze estimation is promising for unconstrained real-world settings, but
the significant variability in head pose and user-camera distance poses significant …
the significant variability in head pose and user-camera distance poses significant …
GazePrompt: Enhancing Low Vision People's Reading Experience with Gaze-Aware Augmentations
Reading is a challenging task for low vision people. While conventional low vision aids (eg,
magnification) offer certain support, they cannot fully address the difficulties faced by low …
magnification) offer certain support, they cannot fully address the difficulties faced by low …
Bodily behaviors in social interaction: Novel annotations and state-of-the-art evaluation
Body language is an eye-catching social signal and its automatic analysis can significantly
advance artificial intelligence systems to understand and actively participate in social …
advance artificial intelligence systems to understand and actively participate in social …
Classification of alzheimer's using deep-learning methods on webcam-based gaze data
There has been increasing interest in non-invasive predictors of Alzheimer's disease (AD)
as an initial screen for this condition. Previously, successful attempts leveraged eye-tracking …
as an initial screen for this condition. Previously, successful attempts leveraged eye-tracking …
Evaluating calibration-free webcam-based eye tracking for gaze-based user modeling
Eye tracking has been a research tool for decades, providing insights into interactions,
usability, and, more recently, gaze-enabled interfaces. Recent work has utilized consumer …
usability, and, more recently, gaze-enabled interfaces. Recent work has utilized consumer …
Data augmentation for human behavior analysis in multi-person conversations
In this paper, we present the solution of our team HFUT-VUT for the MultiMediate Grand
Challenge 2023 at ACM Multimedia 2023. The solution covers three sub-challenges: bodily …
Challenge 2023 at ACM Multimedia 2023. The solution covers three sub-challenges: bodily …