Enkelejda Kasneci

Expert Syst. Appl., 2024

Wrapped in Anansi's Web: Unweaving the Impacts of Generative-AI Personalization and VR Immersion in Oral Storytelling.

[BibT_eX]

[DOI]

CoRR, 2024

From Passive Watching to Active Learning: Empowering Proactive Participation in Digital Classrooms with AI Video Assistant.

[BibT_eX]

[DOI]

CoRR, 2024

DataliVR: Transformation of Data Literacy Education through Virtual Reality with ChatGPT-Powered Enhancements.

[BibT_eX]

[DOI]

Haochun Huai

Sena Yildiz-Degirmenci

Maria Bannert

CoRR, 2024

Benchmarking Large Language Models for Math Reasoning Tasks.

[BibT_eX]

[DOI]

CoRR, 2024

Evaluating Usability and Engagement of Large Language Models in Virtual Reality for Traditional Scottish Curling.

[BibT_eX]

[DOI]

CoRR, 2024

Introduction to Eye Tracking: A Hands-On Tutorial for Students and Practitioners.

[BibT_eX]

[DOI]

CoRR, 2024

Stepwise Self-Consistent Mathematical Reasoning with Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

Pretrained Visual Uncertainties.

[BibT_eX]

[DOI]

CoRR, 2024

User Intent Recognition and Satisfaction with Large Language Models: A User Study with ChatGPT.

[BibT_eX]

[DOI]

CoRR, 2024

Taking the Next Step with Generative Artificial Intelligence: The Transformative Role of Multimodal Large Language Models in Science Education.

[BibT_eX]

[DOI]

CoRR, 2024

Faithful Attention Explainer: Verbalizing Decisions Based on Discriminative Features.

[BibT_eX]

[DOI]

David Scheerer

Proceedings of the Joint Proceedings of the xAI 2024 Late-breaking Work, 2024

SARA: Smart AI Reading Assistant for Reading Comprehension.

[BibT_eX]

[DOI]

Enkeleda Thaqi

Mohamed Omar Mantawy

Proceedings of the 2024 Symposium on Eye Tracking Research and Applications, 2024

Using Gaze Transition Entropy to Detect Classroom Discourse in a Virtual Reality Classroom.

[BibT_eX]

[DOI]

Proceedings of the 2024 Symposium on Eye Tracking Research and Applications, 2024

Gaze-Guided Graph Neural Network for Action Anticipation Conditioned on Intention.

[BibT_eX]

[DOI]

Proceedings of the 2024 Symposium on Eye Tracking Research and Applications, 2024

A Transformer-Based Model for the Prediction of Human Gaze Behavior on Videos.

[BibT_eX]

[DOI]

Proceedings of the 2024 Symposium on Eye Tracking Research and Applications, 2024

Exploring Communication Dynamics: Eye-tracking Analysis in Pair Programming of Computer Science Education.

[BibT_eX]

[DOI]

Proceedings of the 2024 Symposium on Eye Tracking Research and Applications, 2024

Exploring Eye Tracking as a Measure for Cognitive Load Detection in VR Locomotion.

[BibT_eX]

[DOI]

Proceedings of the 2024 Symposium on Eye Tracking Research and Applications, 2024

Enhancing Student Motivation Through LLM-Powered Learning Environments - A Comparative Study.

[BibT_eX]

[DOI]

Kathrin Seßler

Ozan Kepir

Adam Peter Frederick Reynolds

Proceedings of the Technology Enhanced Learning for Inclusive and Equitable Quality Education, 2024

Embedding Large Language Models into Extended Reality: Opportunities and Challenges for Inclusion, Engagement, and Privacy.

[BibT_eX]

[DOI]

Proceedings of the ACM Conversational User Interfaces 2024, 2024

Automated Assessment of Encouragement and Warmth in Classrooms Leveraging Multimodal Emotional Features and ChatGPT.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence in Education - 25th International Conference, 2024

TurboSVM-FL: Boosting Federated Learning through SVM Aggregation for Lazy Clients.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

I-CEE: Tailoring Explanations of Image Classification Models to User Expertise.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Deep learning-based position detection for hydraulic cylinders using scattering parameters.

[BibT_eX]

[DOI]

Expert Syst. Appl., December, 2023

A multimodal smartwatch-based interaction concept for immersive environments.

[BibT_eX]

[DOI]

Comput. Graph., December, 2023

Exploring Gender Differences in Computational Thinking Learning in a VR Classroom: Developing Machine Learning Models Using Eye-Tracking Data and Explaining the Models.

[BibT_eX]

[DOI]

Int. J. Artif. Intell. Educ., December, 2023

DeepTLF: robust deep neural networks for heterogeneous tabular data.

[BibT_eX]

[DOI]

Int. J. Data Sci. Anal., June, 2023

Exploring the Effects of Scanpath Feature Engineering for Supervised Image Classification Models.

[BibT_eX]

[DOI]

Sean Anthony Byrne

Virmarie Maquiling

Luca Polonio

Proc. ACM Hum. Comput. Interact., May, 2023

Multimodal Engagement Analysis From Facial Videos in the Classroom.

[BibT_eX]

[DOI]

IEEE Trans. Affect. Comput., 2023

Cross-Task and Cross-Participant Classification of Cognitive Load in an Emergency Simulation Game.

[BibT_eX]

[DOI]

IEEE Trans. Affect. Comput., 2023

LEyes: A Lightweight Framework for Deep Learning-Based Eye Tracking using Synthetic Eye Images.

[BibT_eX]

[DOI]

CoRR, 2023

Assessing Student Errors in Experimentation Using Artificial Intelligence and Large Language Models: A Comparative Study with Human Raters.

[BibT_eX]

[DOI]

CoRR, 2023

Efficient GNN Explanation via Learning Removal-based Attribution.

[BibT_eX]

[DOI]

CoRR, 2023

Eye-tracked Virtual Reality: A Comprehensive Survey on Methods and Privacy Challenges.

[BibT_eX]

[DOI]

CoRR, 2023

Precise localization of corneal reflections in eye images using deep learning trained on synthetic data.

[BibT_eX]

[DOI]

CoRR, 2023

When are post-hoc conceptual explanations identifiable?

[BibT_eX]

[DOI]

Proceedings of the Uncertainty in Artificial Intelligence, 2023

URL: A Representation Learning Benchmark for Transferable Uncertainty Estimates.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

V-ir-Net: A Novel Neural Network for Pupil and Corneal Reflection Detection trained on Simulated Light Distributions.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Mobile Human-Computer Interaction, 2023

Detecting Teacher Expertise in an Immersive VR Classroom: Leveraging Fused Sensor Data with Explainable Machine Learning Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, 2023

Leveraging Saliency-Aware Gaze Heatmaps for Multiperspective Teaching of Unknown Objects.

[BibT_eX]

[DOI]

IROS, 2023

Probabilistic Contrastive Learning Recovers the Correct Aleatoric Uncertainty of Ambiguous Inputs.

[BibT_eX]

[DOI]

Michael Kirchhof

Seong Joon Oh

Proceedings of the International Conference on Machine Learning, 2023

Could Human Gaze Augment Detectors of Synthetic Images?

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Digital Signal Processing, 2023

Multiperspective Teaching of Unknown Objects via Shared-gaze-based Multimodal Human-Robot Interaction.

[BibT_eX]

[DOI]

Proceedings of the 2023 ACM/IEEE International Conference on Human-Robot Interaction, 2023

TS-MoCo: Time-Series Momentum Contrast for Self-Supervised Physiological Representation Learning.

[BibT_eX]

[DOI]

Philipp Hallgarten

David Bethge

Ozan Özdenizci

Tobias Grosse-Puppendahl

Proceedings of the 31st European Signal Processing Conference, 2023

Pupil Diameter during Counting Tasks as Potential Baseline for Virtual Reality Experiments.

[BibT_eX]

[DOI]

Proceedings of the 2023 Symposium on Eye Tracking Research and Applications, 2023

Old or Modern? A Computational Model for Classifying Poem Comprehension using Microsaccades.

[BibT_eX]

[DOI]

Proceedings of the 2023 Symposium on Eye Tracking Research and Applications, 2023

Watch out for those bananas! Gaze Based Mario Kart Performance Classification.

[BibT_eX]

[DOI]

Proceedings of the 2023 Symposium on Eye Tracking Research and Applications, 2023

Leveraging Eye Tracking in Digital Classrooms: A Step Towards Multimodal Model for Learning Assistance.

[BibT_eX]

[DOI]

Sean Anthony Byrne

Ard Kastrati

Martyna Beata Plomecka

William Schaefer

Zoya Bylinskii

Proceedings of the 2023 Symposium on Eye Tracking Research and Applications, 2023

PEER: Empowering Writing with Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the Responsive and Sustainable Educational Futures, 2023

DynStatF: An Efficient Feature Fusion Strategy for LiDAR 3D Object Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Automated Hand-Raising Detection in Classroom Videos: A View-Invariant and Occlusion-Robust Machine Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence in Education - 24th International Conference, 2023

2022

Eye-Tracking-Based Prediction of User Experience in VR Locomotion Using Machine Learning.

[BibT_eX]

[DOI]

Comput. Graph. Forum, October, 2022

Comparative Analysis of Vehicle-Based and Driver-Based Features for Driver Drowsiness Monitoring by Support Vector Machines.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

Where and What: Driver Attention-based Object Detection.

[BibT_eX]

[DOI]

Naemi-Rebecca Kassautzki

Proc. ACM Hum. Comput. Interact., 2022

A Highly Integrated Ambient Light Robust Eye-Tracking Sensor for Retinal Projection AR Glasses Based on Laser Feedback Interferometry.

[BibT_eX]

[DOI]

Johannes Meyer

Thomas Schlebusch

Proc. ACM Hum. Comput. Interact., 2022

U-HAR: A Convolutional Approach to Human Activity Recognition Combining Head and Eye Movements for Context-Aware Smart Glasses.

[BibT_eX]

[DOI]

Proc. ACM Hum. Comput. Interact., 2022

PACMHCI V6, ETRA, May 2022 Editorial.

[BibT_eX]

[DOI]

Proc. ACM Hum. Comput. Interact., 2022

Artificial Intelligence Methods in In-Cabin Use Cases: A Survey.

[BibT_eX]

[DOI]

IEEE Intell. Transp. Syst. Mag., 2022

Towards Human-centered Explainable AI: User Studies for Model Explanations.

[BibT_eX]

[DOI]

CoRR, 2022

Disentangling Embedding Spaces with Minimal Distributional Assumptions.

[BibT_eX]

[DOI]

CoRR, 2022

User Trust on an Explainable AI-based Medical Diagnosis Support System.

[BibT_eX]

[DOI]

CoRR, 2022

Evaluating Feature Attribution: An Information-Theoretic Perspective.

[BibT_eX]

[DOI]

CoRR, 2022

Pistol: Pupil Invisible Supportive Tool to extract Pupil, Iris, Eye Opening, Eye Movements, Pupil and Iris Gaze Vector, and 2D as well as 3D Gaze.

[BibT_eX]

[DOI]

Daniel Weber

CoRR, 2022

Evaluating the Effects of Virtual Human Animation on Students in an Immersive VR Classroom Using Eye Movements.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM Symposium on Virtual Reality Software and Technology, 2022

Proportional Myoelectric Control in a Virtual Reality Environment.

[BibT_eX]

[DOI]

Iliana Loi

Angeliki Grammatikaki

Panagiotis Tsinganos

Dimitris Ampeliotis

Konstantinos Moustakas

Athanassios Skodras

Proceedings of the 14th IEEE Image, Video, and Multidimensional Signal Processing Workshop, 2022

The Evaluation of Gait-Free Locomotion Methods with Eye Movement in Virtual Reality.

[BibT_eX]

[DOI]

Lasse Frommelt

Proceedings of the 2022 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct), 2022

Gaze-based Object Detection in the Wild.

[BibT_eX]

[DOI]

Proceedings of the Sixth IEEE International Conference on Robotic Computing, 2022

Maximum and Leaky Maximum Propagation.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2022

A Consistent and Efficient Evaluation Strategy for Attribution Methods.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Exploiting Augmented Reality for Extrinsic Robot Calibration and Eye-based Human-Robot Collaboration.

[BibT_eX]

[DOI]

Daniel Weber

Andreas Zell

Proceedings of the ACM/IEEE International Conference on Human-Robot Interaction, 2022

Creating Geopositioned 3D Areas of Interest from Fleet Gaze Data.

[BibT_eX]

[DOI]

Proceedings of the HCI in Mobility, Transport, and Automotive Systems, 2022

A Holographic Single-Pixel Stereo Camera Sensor for Calibration-free Eye-Tracking in Retinal Projection Augmented Reality Glasses.

[BibT_eX]

[DOI]

Proceedings of the ETRA 2022: Symposium on Eye Tracking Research and Applications, Seattle, WA, USA, June 8, 2022

HPCGen: Hierarchical K-Means Clustering and Level Based Principal Components for Scan Path Genaration.

[BibT_eX]

[DOI]

Proceedings of the ETRA 2022: Symposium on Eye Tracking Research and Applications, Seattle, WA, USA, June 8, 2022

A gaze-based study design to explore how competency evolves during a photo manipulation task.

[BibT_eX]

[DOI]

Bela Umlauf

Ard Kastrati

Martyna Beata Plomecka

William Schaefer

Zoya Bylinskii

Proceedings of the ETRA 2022: Symposium on Eye Tracking Research and Applications, Seattle, WA, USA, June 8, 2022

LSTMs can distinguish dental expert saccade behavior with high "plaque-urracy".

[BibT_eX]

[DOI]

Proceedings of the ETRA 2022: Symposium on Eye Tracking Research and Applications, Seattle, WA, USA, June 8, 2022

Regressive Saccadic Eye Movements on Fake News.

[BibT_eX]

[DOI]

Proceedings of the ETRA 2022: Symposium on Eye Tracking Research and Applications, Seattle, WA, USA, June 8, 2022

Predicting Decision-Making during an Intelligence Test via Semantic Scanpath Comparisons.

[BibT_eX]

[DOI]

Tobias Appel

Lisa Bardach

Proceedings of the ETRA 2022: Symposium on Eye Tracking Research and Applications, Seattle, WA, USA, June 8, 2022

Multimodal Sensor-Based Identification of Stress and Compulsive Actions in Children with Obsessive-Compulsive Disorder for Telemedical Treatment.

[BibT_eX]

[DOI]

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

A Non-isotropic Probabilistic Take on Proxy-based Deep Metric Learning.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

A CNN-based Human Activity Recognition System Combining a Laser Feedback Interferometry Eye Movement Sensor and an IMU for Context-aware Smart Glasses.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

Predicting visual perceivability of scene objects through spatio-temporal modeling of retinal receptive fields.

[BibT_eX]

[DOI]

Andrew T. Duchowski

Neurocomputing, 2021

States of confusion: Eye and Head tracking reveal surgeons' confusion during arthroscopic surgery.

[BibT_eX]

[DOI]

Ratthapoom Watcharporas

Paphon Sa-Ngasoonsong

CoRR, 2021

Estimating Presentation Competence using Multimodal Nonverbal Behavioral Cues.

[BibT_eX]

[DOI]

CoRR, 2021

Differentiating Surgeon Expertise Solely by Eye Movement Features.

[BibT_eX]

[DOI]

Paphon Sa-Ngasoongsong

CoRR, 2021

The Gaze and Mouse Signal as additional Source for User Fingerprints in Browser Applications.

[BibT_eX]

[DOI]

Nikolai Sanamrad

CoRR, 2021

Exploiting Object-of-Interest Information to Understand Attention in VR Classrooms.

[BibT_eX]

[DOI]

Proceedings of the IEEE Virtual Reality and 3D User Interfaces, 2021

TEyeD: Over 20 Million Real-World Eye Images with Pupil, Eyelid, and Iris 2D and 3D Segmentations, 2D and 3D Landmarks, 3D Eyeball, Gaze Vector, and Eye Movement Types.

[BibT_eX]

[DOI]

Gjergji Kasneci

Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, 2021

Rotated Ring, Radial and Depth Wise Separable Radial Convolutions.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

Differentiating Surgeons' Expertise solely by Eye Movement Features.

[BibT_eX]

[DOI]

Ratthapoom Watcharporas

Paphon Sa-Ngasoongsong

Proceedings of the ICMI '21 Companion: Companion Publication of the 2021 International Conference on Multimodal Interaction, Montreal, QC, Canada, October 18, 2021

States of Confusion: Eye and Head Tracking Reveal Surgeons' Confusion during Arthroscopic Surgery.

[BibT_eX]

[DOI]

Ratthaphum Watcharopas

Paphon Sa-Ngasoongsong

Proceedings of the ICMI '21: International Conference on Multimodal Interaction, 2021

1000 Pupil Segmentations in a Second using Haar Like Features and Statistical Learning.

[BibT_eX]

[DOI]

Johannes Schneider

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Weight and Gradient Centralization in Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

Reinforcement Learning for the Privacy Preservation and Manipulation of Eye Tracking Data.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

55 Rides: attention annotated head and gaze data during naturalistic driving.

[BibT_eX]

[DOI]

Proceedings of the 2021 Symposium on Eye Tracking Research and Applications, 2021

A Multimodal Eye Movement Dataset and a Multimodal Eye Movement Segmentation Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2021 Symposium on Eye Tracking Research and Applications, 2021

A Novel Gaze Gesture Sensor for Smart Glasses Based on Laser Self-Mixing.

[BibT_eX]

[DOI]

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

Digital Transformations of Classrooms in Virtual Reality.

[BibT_eX]

[DOI]

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

Human Attention in Fine-grained Classification.

[BibT_eX]

[DOI]

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

Geopositioned 3D Areas of Interest for Gaze Analysis.

[BibT_eX]

[DOI]

Proceedings of the AutomotiveUI '21: 13th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, 2021

2020

Differential Privacy for Eye Tracking with Temporal Correlations.

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2020

Eye Movement Feature Classification for Soccer Expertise Identification in Virtual Reality.

[BibT_eX]

[DOI]

CoRR, 2020

Multi Layer Neural Networks as Replacement for Pooling Operations.

[BibT_eX]

[DOI]

CoRR, 2020

Automated Anonymisation of Visual and Audio Data in Classroom Studies.

[BibT_eX]

[DOI]

CoRR, 2020

Attention Flow: End-to-End Joint Attention Estimation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Driver Drowsiness Classification Based on Eye Blink and Head Movement Features Using the k-NN Algorithm.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Camera-based Driver Drowsiness State Classification Using Logistic Regression Models.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Towards expert gaze modeling and recognition of a user's attention in realtime.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020

Driver Intention Anticipation Based on In-Cabin and Driving Scene Monitoring.

[BibT_eX]

[DOI]

Zeynep Akata

Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

Distilling Location Proposals of Unknown Objects through Gaze Information for Human-Robot Interaction.

[BibT_eX]

[DOI]

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Explainable Online Validation of Machine Learning Models for Practical Applications.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Fully Convolutional Neural Networks for Raw Eye Tracking Data Segmentation, Generation, and Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

A Novel -Eye-Tracking Sensor for AR Glasses Based on Laser Self-Mixing Showing Exceptional Robustness Against Illumination.

[BibT_eX]

[DOI]

Proceedings of the ETRA '20: 2020 Symposium on Eye Tracking Research and Applications, 2020

Low Power Scanned Laser Eye Tracking for Retinal Projection AR Glasses.

[BibT_eX]

[DOI]

Proceedings of the ETRA '20 Adjunct: 2020 Symposium on Eye Tracking Research and Applications, 2020

Exploiting the GBVS for Saliency aware Gaze Heatmaps.

[BibT_eX]

[DOI]

Proceedings of the ETRA '20: 2020 Symposium on Eye Tracking Research and Applications, 2020

A MinHash approach for fast scanpath classification.

[BibT_eX]

[DOI]

Proceedings of the ETRA '20: 2020 Symposium on Eye Tracking Research and Applications, 2020

Tiny convolution, decision tree, and binary neuronal networks for robust and real time pupil outline estimation.

[BibT_eX]

[DOI]

Proceedings of the ETRA '20: 2020 Symposium on Eye Tracking Research and Applications, 2020

Neural networks for optical vector and eye ball parameter estimation.

[BibT_eX]

[DOI]

Proceedings of the ETRA '20: 2020 Symposium on Eye Tracking Research and Applications, 2020

Deep semantic gaze embedding and scanpath comparison for expertise classification during OPT viewing.

[BibT_eX]

[DOI]

Proceedings of the ETRA '20: 2020 Symposium on Eye Tracking Research and Applications, 2020

Privacy Preserving Gaze Estimation using Synthetic Images via a Randomized Encoding Based Framework.

[BibT_eX]

[DOI]

Proceedings of the ETRA '20: 2020 Symposium on Eye Tracking Research and Applications, 2020

Eye Tracking Data Collection Protocol for VR for Remotely Located Subjects using Blockchain and Smart Contracts.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Artificial Intelligence and Virtual Reality, 2020

Training Decision Trees as Replacement for Convolution Layers.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Validation loss for landmark detection.

[BibT_eX]

[DOI]

CoRR, 2019

Person Independent, Privacy Preserving, and Real Time Assessment of Cognitive Load using Eye Tracking in a Virtual Reality Setup.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Virtual Reality and 3D User Interfaces, 2019

Camera-Based Eye Blink Detection Algorithm for Assessing Driver Drowsiness.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

Learning to validate the quality of detected landmarks.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Machine Vision, 2019

Predicting Cognitive Load in an Emergency Simulation Based on Behavioral and Physiological Measures.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Multimodal Interaction, 2019

The Applicability of Cycle GANs for Pupil and Eyelid Segmentation, Data Generation and Image Refinement.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Get a grip: slippage-robust and glint-free gaze estimation for real-time pervasive head-mounted eye tracking.

[BibT_eX]

[DOI]

Proceedings of the 11th ACM Symposium on Eye Tracking Research & Applications, 2019

Ferns for area of interest free scanpath classification.

[BibT_eX]

[DOI]

Proceedings of the 11th ACM Symposium on Eye Tracking Research & Applications, 2019

Encodji: encoding gaze data into emoji space for an amusing scanpath classification approach ;).

[BibT_eX]

[DOI]

Proceedings of the 11th ACM Symposium on Eye Tracking Research & Applications, 2019

500, 000 Images Closer to Eyelid and Pupil Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Computer Analysis of Images and Patterns, 2019

Assessment of Driver Attention during a Safety Critical Situation in VR to Generate VR-based Training.

[BibT_eX]

[DOI]

Proceedings of the ACM Symposium on Applied Perception 2019, 2019

2018

PuRe: Robust pupil detection for real-time pervasive eye tracking.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2018

Eye movement velocity and gaze data generator for evaluation, robustness testing and assess of eye tracking software and visualization tools.

[BibT_eX]

[DOI]

CoRR, 2018

Teacher's Perception in the Classroom.

[BibT_eX]

[DOI]

CoRR, 2018

Eye movement simulation and detector creation to reduce laborious parameter adjustments.

[BibT_eX]

[DOI]

CoRR, 2018

Automatic Generation of Saliency-based Areas of Interest for the Visualization and Analysis of Eye-tracking Data.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Symposium on Vision, Modeling, and Visualization, 2018

Real-time 3D Glint Detection in Remote Eye Tracking Based on Bayesian Inference.

[BibT_eX]

[DOI]

Dieter Fox

Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

Modeling Cognitive Processes from Multimodal Signals.

[BibT_eX]

[DOI]

Proceedings of the 2018 on International Conference on Multimodal Interaction, 2018

Rule-based learning for eye movement type detection.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Modeling Cognitive Processes from Multimodal Data, 2018

Histogram of oriented velocities for eye movement detection.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Modeling Cognitive Processes from Multimodal Data, 2018

Overlooking: the nature of gaze behavior and anomaly detection in expert dentists.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Modeling Cognitive Processes from Multimodal Data, 2018

Eye-Hand Behavior in Human-Robot Shared Manipulation.

[BibT_eX]

[DOI]

Siddhartha S. Srinivasa

Henny Admoni

Proceedings of the 2018 ACM/IEEE International Conference on Human-Robot Interaction, 2018

PuReST: robust pupil tracking for real-time pervasive eye tracking.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM Symposium on Eye Tracking Research & Applications, 2018

The art of pervasive eye tracking: unconstrained eye tracking in the Austrian Gallery Belvedere.

[BibT_eX]

[DOI]

Proceedings of the 7th Workshop on Pervasive Eye Tracking and Mobile Eye-Based Interaction, 2018

Development and evaluation of a gaze feedback system integrated into eyetrace.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM Symposium on Eye Tracking Research & Applications, 2018

Region of interest generation algorithms for eye tracking data.

[BibT_eX]

[DOI]

Proceedings of the 3rd Workshop on Eye Tracking and Visualization, 2018

CBF: circular binary features for robust and real-time pupil center detection.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM Symposium on Eye Tracking Research & Applications, 2018

BORE: boosted-oriented edge optimization for robust, real time remote pupil center detection.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM Symposium on Eye Tracking Research & Applications, 2018

An inconspicuous and modular head-mounted eye tracker.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM Symposium on Eye Tracking Research & Applications, 2018

Scanpath comparison in medical image reading skills of dental students: distinguishing stages of expertise development.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM Symposium on Eye Tracking Research & Applications, 2018

Cross-subject workload classification using pupil-related measures.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM Symposium on Eye Tracking Research & Applications, 2018

MAM: Transfer Learning for Fully Automatic Video Annotation and Specialized Detector Creation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Teachers' Perception in the Classroom.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017

Ready for Take-Over? A New Driver Assistance System for an Automated Classification of Driver Take-Over Readiness.

[BibT_eX]

[DOI]

Christian Braunagel

IEEE Intell. Transp. Syst. Mag., 2017

Online Recognition of Driver-Activity Based on Visual Scanpath Classification.

[BibT_eX]

[DOI]

IEEE Intell. Transp. Syst. Mag., 2017

Towards pervasive eye tracking.

[BibT_eX]

[DOI]

it Inf. Technol., 2017

Fast camera focus estimation for gaze-based focus control.

[BibT_eX]

[DOI]

CoRR, 2017

PupilNet v2.0: Convolutional Neural Networks for CPU based real time Robust Pupil Detection.

[BibT_eX]

[DOI]

CoRR, 2017

Aggregating physiological and eye tracking signals to predict perception in the absence of ground truth.

[BibT_eX]

[DOI]

Comput. Hum. Behav., 2017

Fast and Robust Eyelid Outline and Aperture Detection in Real-World Scenarios.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

EyeRecToo: Open-source Software for Real-time Pervasive Head-mounted Eye Tracking.

[BibT_eX]

[DOI]

Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 6: VISAPP, Porto, Portugal, February 27, 2017

Saliency Sandbox - Bottom-up Saliency Framework.

[BibT_eX]

[DOI]

Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 4: VISAPP, Porto, Portugal, February 27, 2017

EyeLad: Remote Eye Tracking Image Labeling Tool - Supportive Eye, Eyelid and Pupil Labeling Tool for Remote Eye Tracking Videos.

[BibT_eX]

Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 5: VISAPP, Porto, Portugal, February 27, 2017

Towards Automatic Skill Evaluation in Microsurgery.

[BibT_eX]

[DOI]

Proceedings of the Companion Publication of the 22nd International Conference on Intelligent User Interfaces, 2017

Towards Intelligent Surgical Microscope: Micro-surgeons' Gaze and Instrument Tracking.

[BibT_eX]

[DOI]

Shahram Eivazi

Proceedings of the Companion Publication of the 22nd International Conference on Intelligent User Interfaces, 2017

Monitoring Response Quality During Campimetry Via Eye-Tracking.

[BibT_eX]

[DOI]

Gustavo Vergani Dambros

Proceedings of the Companion Publication of the 22nd International Conference on Intelligent User Interfaces, 2017

CalibMe: Fast and Unsupervised Eye Tracker Calibration for Gaze-Based Pervasive Human-Computer Interaction.

[BibT_eX]

[DOI]

Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017

2016

Pupil detection for head-mounted eye tracking in the wild: an evaluation of the state of the art.

[BibT_eX]

[DOI]

Mach. Vis. Appl., 2016

PupilNet: Convolutional Neural Networks for Robust Pupil Detection.

[BibT_eX]

[DOI]

CoRR, 2016

Non-intrusive practitioner pupil detection for unmodified microscope oculars.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2016

EyeRec: An Open-source Data Acquisition Software for Head-mounted Eye-tracking.

[BibT_eX]

[DOI]

Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

Eyes wide open? eyelid location and eye aperture estimation for pervasive eye tracking in real-world scenarios.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2016 ACM International Symposium on Wearable Computers, 2016

Evaluation of state-of-the-art pupil detection algorithms on remote eye images.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2016 ACM International Symposium on Wearable Computers, 2016

Brightness- and motion-based blink detection for head-mounted eye trackers.

[BibT_eX]

[DOI]

Tobias Appel

Esteban Damián Gutiérrez Mlot

Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2016 ACM International Symposium on Wearable Computers, 2016

Bayesian identification of fixations, saccades, and smooth pursuits.

[BibT_eX]

[DOI]

Proceedings of the Ninth Biennial ACM Symposium on Eye Tracking Research & Applications, 2016

Rendering refraction and reflection of eyeglasses for synthetic eye tracker images.

[BibT_eX]

[DOI]

Proceedings of the Ninth Biennial ACM Symposium on Eye Tracking Research & Applications, 2016

ElSe: ellipse selection for robust pupil detection in real-world environments.

[BibT_eX]

[DOI]

Proceedings of the Ninth Biennial ACM Symposium on Eye Tracking Research & Applications, 2016

On the necessity of adaptive eye movement classification in conditionally automated driving scenarios.

[BibT_eX]

[DOI]

Proceedings of the Ninth Biennial ACM Symposium on Eye Tracking Research & Applications, 2016

Novel Methods for Analysis and Visualization of Saccade Trajectories.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

3D Gaze Estimation using Eye Vergence.

[BibT_eX]

[DOI]

Hamed Bahmani

Siegfried Wahl

Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2016), 2016

2015

Driver-Activity Recognition in the Context of Conditionally Autonomous Driving.

[BibT_eX]

[DOI]

Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

ExCuSe: Robust Pupil Detection in Real-World Scenarios.

[BibT_eX]

[DOI]

Proceedings of the Computer Analysis of Images and Patterns, 2015

Analysis of Eye Movements with Eyetrace.

[BibT_eX]

[DOI]

Katrin Sippel

Guilherme Schievelbein

Proceedings of the Biomedical Engineering Systems and Technologies, 2015

2014

Towards automated comparison of eye-tracking recordings in dynamic scenes.

[BibT_eX]

[DOI]

Dennis R. Bukenberger

Proceedings of the 5th European Workshop on Visual Information Processing, 2014

Gaze guidance for the visually impaired.

[BibT_eX]

[DOI]

Proceedings of the Eye Tracking Research and Applications, 2014

SubsMatch: scanpath similarity in dynamic scenes based on subsequence frequencies.

[BibT_eX]

[DOI]