Export Citations
Save this search
Please login to be able to save your searches and receive alerts for new content matching your search criteria.
- 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 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 ...
- 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
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
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
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
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-...
- research-articleJune 2024
Beyond Basic Tuning: Exploring Discrepancies in User and Setup Calibration for Gaze Estimation
ETRA '24: Proceedings of the 2024 Symposium on Eye Tracking Research and ApplicationsArticle No.: 4, Pages 1–8https://doi.org/10.1145/3649902.3653346Calibrating gaze estimation models is crucial to maximize the effectiveness of these systems, although its implementation also poses challenges related to usability. Therefore, the simplification of this process is key. In this work, we dissect the ...
- research-articleJune 2024Best Short Paper
Saccade Characteristics during Fusional Vergence Tests as a Function of Vergence Demand
ETRA '24: Proceedings of the 2024 Symposium on Eye Tracking Research and ApplicationsArticle No.: 18, Pages 1–6https://doi.org/10.1145/3649902.3653343This study investigated saccadic behaviour during the fusional vergence test as a function of disparity vergence demand. Participants’ divergence and convergence fusional vergence ranges were measured in an haploscopic setup. Disparity of a column of ...
- research-articleJune 2024
Gaze-Guided Graph Neural Network for Action Anticipation Conditioned on Intention
ETRA '24: Proceedings of the 2024 Symposium on Eye Tracking Research and ApplicationsArticle No.: 12, Pages 1–9https://doi.org/10.1145/3649902.3653340Humans utilize their gaze to concentrate on essential information while perceiving and interpreting intentions in videos. Incorporating human gaze into computational algorithms can significantly enhance model performance in video understanding tasks. In ...
- research-articleJune 2024
Communication breakdown: Gaze-based prediction of system error for AI-assisted robotic arm simulated in VR
ETRA '24: Proceedings of the 2024 Symposium on Eye Tracking Research and ApplicationsArticle No.: 5, Pages 1–7https://doi.org/10.1145/3649902.3653339Neurological degenerative conditions can affect motor functions, making mobility daunting. Recent configurations of mobility devices that leverage artificial intelligence (AI) show its ability to handle complex information like user input. We create a ...
- research-articleJune 2024
Eye Movement in a Controlled Dialogue Setting
ETRA '24: Proceedings of the 2024 Symposium on Eye Tracking Research and ApplicationsArticle No.: 10, Pages 1–7https://doi.org/10.1145/3649902.3653337Designing realistic eye movements for animated avatars poses a challenge, as gaze behavior is predominantly unconscious. Accurately modulating those movements is crucial to avoid the Uncanny Valley. The human gaze exhibits different characteristics in ...