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- research-articleJune 2024
The role of stress in silent reading
ETRA '24: Proceedings of the 2024 Symposium on Eye Tracking Research and ApplicationsArticle No.: 83, Pages 1–5https://doi.org/10.1145/3649902.3656492A small parallel Croatian-English corpus was analyzed in order to study the role of implicit prosody in silent reading. Croatian and English are well suited for this purpose with English having a stress-timed prosody and Croatian being more of a syllable-...
- research-articleJune 2024
Unsupervised data labeling and incremental cross-domain training for enhanced hybrid eye gaze estimation
- Alejandro Garcia De La Santa,
- Javier Muguerza Rivero,
- David Lopez,
- Unai Elordi,
- Luis Unzueta,
- Arantxa Villanueva
ETRA '24: Proceedings of the 2024 Symposium on Eye Tracking Research and ApplicationsArticle No.: 64, Pages 1–7https://doi.org/10.1145/3649902.3656367This paper aims to advance the fields of unsupervised data labeling and incremental cross-domain training techniques. We apply these innovative methods to develop a model tailored for the Augmentative and Alternative Communication (AAC) application ...
- research-articleJune 2024
Estimating ‘Happy’ Based on Eye-Behavior Collected from HMD
ETRA '24: Proceedings of the 2024 Symposium on Eye Tracking Research and ApplicationsArticle No.: 58, Pages 1–2https://doi.org/10.1145/3649902.3656364This study shows a method for estimating users’ emotions in Virtual Reality (VR) spaces through the collection of eye behaviors. In our method, we use eye-related information available from the Head Mounted Display (HMD), including the direction vector ...
- research-articleJune 2024Best Short Paper
A Functional Usability Analysis of Appearance-Based Gaze Tracking for Accessibility
ETRA '24: Proceedings of the 2024 Symposium on Eye Tracking Research and ApplicationsArticle No.: 54, Pages 1–7https://doi.org/10.1145/3649902.3656363Appearance-based gaze tracking algorithms, which compute gaze direction from user face images, are an attractive alternative to infrared-based external devices. Their accuracy has greatly benefited by using powerful machine-learning techniques. The ...
- research-articleJune 2024
Explaining Disagreement in Visual Question Answering Using Eye Tracking
ETRA '24: Proceedings of the 2024 Symposium on Eye Tracking Research and ApplicationsArticle No.: 87, Pages 1–7https://doi.org/10.1145/3649902.3656356When presented with the same question about an image, human annotators often give valid but disagreeing answers indicating that their reasoning was different. Such differences are lost in a single ground truth label used to train and evaluate visual ...
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- abstractJune 2024
AVAtt : Art Visual Attention dataset for diverse painting styles
ETRA '24: Proceedings of the 2024 Symposium on Eye Tracking Research and ApplicationsArticle No.: 34, Pages 1–3https://doi.org/10.1145/3649902.3655656Preserving cultural heritage is paramount for societal and historical identity. Paintings, spanning ancient to modern eras, are pivotal subjects under constant scrutiny. As art reflects human creativity, studying human visual behavior toward paintings ...
- abstractJune 2024
Gaze-based Assessment of Expertise in Chess
ETRA '24: Proceedings of the 2024 Symposium on Eye Tracking Research and ApplicationsArticle No.: 42, Pages 1–3https://doi.org/10.1145/3649902.3655654Chess is known worldwide and has acquired a deep cultural significance. It is recognized as a sport by the International Olympic Committee, and this sport has around 600 million players worldwide. Since chess is a strategic game, it requires an estimate ...
- abstractJune 2024
An Evaluation of Gaze-Based Person Identification with Different Stimuli
ETRA '24: Proceedings of the 2024 Symposium on Eye Tracking Research and ApplicationsArticle No.: 32, Pages 1–3https://doi.org/10.1145/3649902.3655651In eye tracking, the most promising approaches for person identification are based on the iris. Therefore, the iris of a subject is extracted and compared against a database of stored iris templates or directly classified by a deep neural network. While ...
- abstractJune 2024
A pilot study on gaze and mouse data for user identification
- Nicole Dalia Cilia,
- Andrea Pietro Arena,
- Antonino Barbera,
- Emanuele Borrello,
- Giuseppe Capizzi,
- Salvatore Cappello,
- Luigi Pio Faletra,
- Stefano Incardone,
- Salvatore Sorce
ETRA '24: Proceedings of the 2024 Symposium on Eye Tracking Research and ApplicationsArticle No.: 31, Pages 1–3https://doi.org/10.1145/3649902.3655647The human gaze is increasingly used for different applications in interactive systems. It is used for explicit and implicit user input detection and is suitable for various purposes, such as activation commands, emotion detection, or user ...
- abstractJune 2024
WEyeDS: A desktop webcam dataset for gaze estimation
ETRA '24: Proceedings of the 2024 Symposium on Eye Tracking Research and ApplicationsArticle No.: 52, Pages 1–2https://doi.org/10.1145/3649902.3655646We introduce the Webcam Eye Dataset (WEyeDS) 1, a dataset of images collected from desktops and laptops. WEyeDS will be openly available with the goal of providing researchers a dataset for training gaze estimation models. Our preliminary dataset was ...
- abstractJune 2024
Predictive Modelling of Cognitive Workload in VR: An Eye-Tracking Approach
ETRA '24: Proceedings of the 2024 Symposium on Eye Tracking Research and ApplicationsArticle No.: 46, Pages 1–3https://doi.org/10.1145/3649902.3655642Cognitive training can boost and sharpen the brain’s abilities to remember, focus, and switch between different tasks. One of the key elements of cognitive training is cognitive load. It allows a manipulation of the intensity of the intervention to suit ...
- abstractJune 2024
Zero Shot Learning in Pupil Detection
ETRA '24: Proceedings of the 2024 Symposium on Eye Tracking Research and ApplicationsArticle No.: 53, Pages 1–3https://doi.org/10.1145/3649902.3655641In eye tracking, pupil detection is a crucial step for gaze estimation. While there are a plethora of datasets with accurate annotations, new devices, such as differently placed cameras, usually require more data to be annotated since the new ...
- abstractJune 2024
An Eyelid Simulator for Zero Shot Eyelid Segmentation
ETRA '24: Proceedings of the 2024 Symposium on Eye Tracking Research and ApplicationsArticle No.: 33, Pages 1–3https://doi.org/10.1145/3649902.3655640Eyelid detection is an important feature for fatigue estimation in autonomous driving, for example. It allows for the estimation of driver readiness if a takeover event occurs, and is therefore crucial for the safety of car passengers and traffic ...
- abstractJune 2024
Perceptual Evaluation of Masked AutoEncoder Emergent Properties Through Eye-Tracking-Based Policy
- Marouane Tliba,
- Mohamed Amine Kerkouri,
- Aladine Chetouani,
- Alessandro Bruno,
- Mohammed El Hassouni,
- Arzu Çöltekin
ETRA '24: Proceedings of the 2024 Symposium on Eye Tracking Research and ApplicationsArticle No.: 45, Pages 1–3https://doi.org/10.1145/3649902.3655638The advancement of image restoration, especially in reconstructing missing or damaged image areas, has benefited significantly from self-supervised learning techniques, notably through the recent Masked Auto Encoder (MAE) strategy. In this project, we ...
- research-articleJune 2024
Evaluating Subject Behavior During Ingestion: A Portable Eye-Tracking Approach
ETRA '24: Proceedings of the 2024 Symposium on Eye Tracking Research and ApplicationsArticle No.: 25, Pages 1–3https://doi.org/10.1145/3649902.3655098Eye tracking is a promising technique to measure gaze direction on food while eating that can be used as a tool to asses eating habits and disorders. However, the studies done as yet use high-quality (infrared) eye trackers under controlled lab ...
- research-articleJune 2024
Task Classification using Eye Movements and Graph Neural Networks
ETRA '24: Proceedings of the 2024 Symposium on Eye Tracking Research and ApplicationsArticle No.: 28, Pages 1–3https://doi.org/10.1145/3649902.3655097Eye movements are a key part of increasing our understanding of human vision and the oculomotor system as they are an excellent proxy for attention. It is for this reason studies exploring task-based eye movements and the relationships between said tasks ...
- research-articleJune 2024
Event-based eye tracking for smart eyewear
ETRA '24: Proceedings of the 2024 Symposium on Eye Tracking Research and ApplicationsArticle No.: 8, Pages 1–7https://doi.org/10.1145/3649902.3653471This paper presents an innovative approach to gaze tracking in the context of smart eyewear, utilizing a fully event-based algorithm. Traditional gaze-tracking methods often rely on grayscale or infrared imaging, which can be computationally intensive ...
- research-articleJune 2024
A Transformer-Based Model for the Prediction of Human Gaze Behavior on Videos
ETRA '24: Proceedings of the 2024 Symposium on Eye Tracking Research and ApplicationsArticle No.: 1, Pages 1–6https://doi.org/10.1145/3649902.3653439Eye-tracking applications that utilize the human gaze in video understanding tasks have become increasingly important. To effectively automate the process of video analysis based on eye-tracking data, it is important to accurately replicate human gaze ...
- research-articleJune 2024
Signal vs Noise in Eye-tracking Data: Biometric Implications and Identity Information Across Frequencies
ETRA '24: Proceedings of the 2024 Symposium on Eye Tracking Research and ApplicationsArticle No.: 20, Pages 1–7https://doi.org/10.1145/3649902.3653353Prior research states that frequencies below 75 Hz in eye-tracking data represent the primary eye movement termed “signal” while those above 75 Hz are deemed “noise”. This study examines the biometric significance of this signal-noise distinction and ...
- research-articleJune 2024
CSA-CNN: A Contrastive Self-Attention Neural Network for Pupil Segmentation in Eye Gaze Tracking
ETRA '24: Proceedings of the 2024 Symposium on Eye Tracking Research and ApplicationsArticle No.: 6, Pages 1–7https://doi.org/10.1145/3649902.3653351This paper presents a novel Contrastive Self-Attention Convolutional Neural Network (CSA-CNN) model with enhanced Difficulty Aware (DA) loss function to improve the segmentation of pupils in eye images. The incorporation of transformer-style self-...