Topology for gaze analyses - Raw data segmentation by Oliver Hein, Wolfgang H. Zangemeister

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Impact of face outline, parafoveal feature number and feature type on early face perception in a gaze-contingent paradigm: A mass-univariate re-analysis of ERP data by Seth B. Winward, James Siklos-Whillans, Roxane J. Itier

“…Recent ERP research using a gaze-contingent paradigm suggests the face-sensitive N170 component is modulated by the presence of a face outline, the number of parafoveal facial features, and the type of feature in parafovea (Parkington and Itier, 2019). …”
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The Use of Eye-Tracking to Explore the Relationship Between Consumers’ Gaze Behaviour and Their Choice Process by Maria-Jesus Agost, Vicente Bayarri-Porcar

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Pre-AttentiveGaze: gaze-based authentication dataset with momentary visual interactions by Junryeol Jeon, Yeo-Gyeong Noh, JooYeong Kim, Jin-Hyuk Hong

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Object-gaze distance: Quantifying near-peripheral gaze behavior in real-world applications by Felix Wang, Julian Wolf, Mazda Farshad, Mirko Meboldt, Quentin Lohmeyer

“…Eye tracking (ET) has shown to reveal the wearer’s cognitive processes using the measurement of the central point of foveal vision. …”
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Virtual reality boxing: impact of gaze-contingent blur on elite boxers performance and gaze behavior by Annabelle Limballe, Richard Kulpa, Eulalie Verhulst, Simon Ledouit, Simon J. Bennett

“…Here, we used virtual reality (VR), which enables standardization and reproducibility while maintaining perception-action coupling, to assess the influence of a gaze-contingent blur on the visual processes that underpin these boxing behaviours. …”
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Prior contextual information and autistic traits influence eye gaze behaviour and emotional valence ratings for facial expressions by Özge Karakale, Nicole Nelson, Amina Gredelj, Kelly Jayne Ryan, Anil Bayindir

“…These results suggest that while both groups integrate prior information in sensory-driven processes like gaze behaviour, context-sensitive reflective judgments are more evident in individuals with lower autistic traits, highlighting trait-linked differences in predictive processing in social cognition.…”
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Modeling eye gaze velocity trajectories using GANs with spectral loss for enhanced fidelity by Shailendra Bhandari, Pedro Lencastre, Rujeena Mathema, Alexander Szorkovszky, Anis Yazidi, Pedro G. Lind

“…The inclusion of spectral regularization significantly enhances the GANs’ ability to replicate the spectral characteristics of eye gaze movements, leading to a more stable learning process and improved data fidelity. …”
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GazeMap: Dual-Pathway CNN Approach for Diagnosing Alzheimer’s Disease from Gaze and Head Movements by Hyuntaek Jung, Shinwoo Ham, Hyunyoung Kil, Jung Eun Shin, Eun Yi Kim

“…To enhance feature representation, we introduce GazeMap, a novel transformation converting 1D gaze and head pose time-series data into 2D spatial representations, effectively capturing both short- and long-term temporal interactions while mitigating missing or noisy data. …”
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Enhancing Autism Detection Through Gaze Analysis Using Eye Tracking Sensors and Data Attribution with Distillation in Deep Neural Networks by Federica Colonnese, Francesco Di Luzio, Antonello Rosato, Massimo Panella

“…Using data sampled by eye tracking sensors, the model identifies unique gaze behaviors linked to ASD and applies an explainability technique called TracIn for data attribution by computing self-influence scores to filter out noisy or anomalous training samples. …”
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Pupillary responses to masked and gaze-averted faces by Cansu Malak, Cansu Malak, Funda Yildirim

“…However, pupil size was even more strongly modulated by recognition errors, with significantly greater dilation during incorrect trials across all emotions, especially for masked fearful faces, suggesting increased cognitive effort and ambiguity. The data also indicate compensatory processing mechanisms, when masks obscured parts of the face, participants appeared to rely more heavily on gaze direction and visible emotional cues. …”
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Probabilistic approach to robust wearable gaze tracking by Miika Toivanen, Kristian Lukander, Kai Puolamäki

“…This paper presents a method for computing the gaze point using camera data captured with a wearable gaze tracking device. …”
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Collaborative Robot Control Based on Human Gaze Tracking by Francesco Di Stefano, Alice Giambertone, Laura Salamina, Matteo Melchiorre, Stefano Mauro

“…Validation was conducted through real-world experiments, analyzing the effects of raw and filtered gaze data on system accuracy and responsiveness. …”
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Bi-Directional Gaze-Based Communication: A Review by Björn Rene Severitt, Nora Castner, Siegfried Wahl

“…First, we examine how eye-tracking data is processed and utilized for communication from the user to the system. …”
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Uncertainty visualization of gaze estimation to support operator-controlled calibration by Almoctar Hassoumi, Vsevolod Peysakhovich, Christophe Hurter

“…To do so we developed our own gaze data processing which give us access to every stage of the data transformation and thus the uncertainty computation. …”
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Enhancing colorectal polyp classification using gaze-based attention networks by Zhenghao Guo, Yanyan Hu, Peixuan Ge, In Neng Chan, Tao Yan, Pak Kin Wong, Shaoyong Xu, Zheng Li, Shan Gao

“…Then, the gaze information was processed and applied to supervise the CNN model’s attention via an attention consistency module. …”
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Gaze Estimation Network Based on Multi-Head Attention, Fusion, and Interaction by Changli Li, Fangfang Li, Kao Zhang, Nenglun Chen, Zhigeng Pan

“…Existing gaze estimation models typically utilize separate neural network branches to process data streams from both eyes and the face, failing to fully exploit their feature correlations. …”
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Eye-tracking metrics to compare visual attention in prosthodontic preclinical evaluations by Frédéric Silvestri, Abhishek Kumar, Maria Christidis, Anastasios Grigoriadis

“…Abstract Aim The study aimed to evaluate gaze behavior during tooth preparation assessments by analyzing and comparing eye-tracking metrics between novice and expert groups. …”
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Orienting Gaze Toward a Visual Target: Neurophysiological Synthesis with Epistemological Considerations by Laurent Goffart

“…The appearance of an object triggers an orienting gaze movement toward its location. The movement consists of a rapid rotation of the eyes, the saccade, which is accompanied by a head rotation if the target eccentricity exceeds the oculomotor range and by a slow eye movement if the target moves. …”
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A large neuronal dataset for natural category-based free-gaze visual search in macaques by Jie Zhang, Xiaocang Zhu, Huihui Zhou, Shuo Wang

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