2025
Can You Tell Real from Fake Face Images? Perception of Computer-Generated Faces by Humans.
ACM Trans. Appl. Percept., April, 2025
Can AI grade your essays? A comparative analysis of large language models and teacher ratings in multidimensional essay scoring.
Proceedings of the 15th International Learning Analytics and Knowledge Conference, 2025
CUIfy the XR: An Open-Source Package to Embed LLM-Powered Conversational Agents in XR.
Proceedings of the 2025 IEEE International Conference on Artificial Intelligence and eXtended and Virtual Reality (AIxVR), 2025
2024
Zero-Shot Segmentation of Eye Features Using the Segment Anything Model (SAM).
Proc. ACM Comput. Graph. Interact. Tech., May, 2024
Towards Human-Centered Explainable AI: A Survey of User Studies for Model Explanations.
IEEE Trans. Pattern Anal. Mach. Intell., April, 2024
Privacy-preserving Scanpath Comparison for Pervasive Eye Tracking.
Proc. ACM Hum. Comput. Interact., 2024
On Task and in Sync: Examining the Relationship between Gaze Synchrony and Self-reported Attention During Video Lecture Learning.
Proc. ACM Hum. Comput. Interact., 2024
Expert gaze as a usability indicator of medical AI decision support systems: a preliminary study.
npj Digit. Medicine, 2024
DART: An automated end-to-end object detection pipeline with data Diversification, open-vocabulary bounding box Annotation, pseudo-label Review, and model Training.
Expert Syst. Appl., 2024
Imperceptible Gaze Guidance Through Ocularity in Virtual Reality.
CoRR, 2024
Personalized Generative AI in VR for Enhanced Engagement: Eye-Tracking Insights into Cultural Heritage Learning through Neapolitan Pizza Making.
CoRR, 2024
OCDet: Object Center Detection via Bounding Box-Aware Heatmap Prediction on Edge Devices with NPUs.
CoRR, 2024
Enriching Tabular Data with Contextual LLM Embeddings: A Comprehensive Ablation Study for Ensemble Classifiers.
CoRR, 2024
Zero-Shot Pupil Segmentation with SAM 2: A Case Study of Over 14 Million Images.
CoRR, 2024
Wrapped in Anansi's Web: Unweaving the Impacts of Generative-AI Personalization and VR Immersion in Oral Storytelling.
CoRR, 2024
From Passive Watching to Active Learning: Empowering Proactive Participation in Digital Classrooms with AI Video Assistant.
CoRR, 2024
Benchmarking Large Language Models for Math Reasoning Tasks.
CoRR, 2024
Evaluating Usability and Engagement of Large Language Models in Virtual Reality for Traditional Scottish Curling.
CoRR, 2024
Introduction to Eye Tracking: A Hands-On Tutorial for Students and Practitioners.
CoRR, 2024
Stepwise Self-Consistent Mathematical Reasoning with Large Language Models.
CoRR, 2024
Pretrained Visual Uncertainties.
CoRR, 2024
User Intent Recognition and Satisfaction with Large Language Models: A User Study with ChatGPT.
CoRR, 2024
Taking the Next Step with Generative Artificial Intelligence: The Transformative Role of Multimodal Large Language Models in Science Education.
CoRR, 2024
Faithful Attention Explainer: Verbalizing Decisions Based on Discriminative Features.
Proceedings of the Joint Proceedings of the xAI 2024 Late-breaking Work, 2024
Analyzing Communication Logs in Pair Programming: A Comparison of Human- and LLM-Based Approaches.
Proceedings of the 21st International Conference on Information Technology Based Higher Education and Training, 2024
DataliVR: Transformation of Data Literacy Education through Virtual Reality with ChatGPT-Powered Enhancements.
Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, 2024
Detecting Aware and Unaware Mind Wandering During Lecture Viewing: A Multimodal Machine Learning Approach Using Eye Tracking, Facial Videos and Physiological Data.
Proceedings of the 26th International Conference on Multimodal Interaction, 2024
SARA: Smart AI Reading Assistant for Reading Comprehension.
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.
Proceedings of the 2024 Symposium on Eye Tracking Research and Applications, 2024
Gaze-Guided Graph Neural Network for Action Anticipation Conditioned on Intention.
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.
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.
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.
Proceedings of the 2024 Symposium on Eye Tracking Research and Applications, 2024
Enhancing Student Motivation Through LLM-Powered Learning Environments - A Comparative Study.
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.
Proceedings of the ACM Conversational User Interfaces 2024, 2024
From Lenses to Living Rooms: A Policy Brief on Eye Tracking in XR Before the Impending Boom.
Proceedings of the 2024 IEEE International Conference on Artificial Intelligence and eXtended and Virtual Reality (AIxVR), 2024
Automated Assessment of Encouragement and Warmth in Classrooms Leveraging Multimodal Emotional Features and ChatGPT.
Proceedings of the Artificial Intelligence in Education - 25th International Conference, 2024
TurboSVM-FL: Boosting Federated Learning through SVM Aggregation for Lazy Clients.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
I-CEE: Tailoring Explanations of Image Classification Models to User Expertise.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Deep learning-based position detection for hydraulic cylinders using scattering parameters.
Expert Syst. Appl., December, 2023
A multimodal smartwatch-based interaction concept for immersive environments.
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.
Int. J. Artif. Intell. Educ., December, 2023
DeepTLF: robust deep neural networks for heterogeneous tabular data.
Int. J. Data Sci. Anal., June, 2023
Exploring the Effects of Scanpath Feature Engineering for Supervised Image Classification Models.
Proc. ACM Hum. Comput. Interact., May, 2023
Multimodal Engagement Analysis From Facial Videos in the Classroom.
IEEE Trans. Affect. Comput., 2023
Cross-Task and Cross-Participant Classification of Cognitive Load in an Emergency Simulation Game.
IEEE Trans. Affect. Comput., 2023
LEyes: A Lightweight Framework for Deep Learning-Based Eye Tracking using Synthetic Eye Images.
CoRR, 2023
Efficient GNN Explanation via Learning Removal-based Attribution.
CoRR, 2023
Eye-tracked Virtual Reality: A Comprehensive Survey on Methods and Privacy Challenges.
CoRR, 2023
Precise localization of corneal reflections in eye images using deep learning trained on synthetic data.
CoRR, 2023
Assessing student errors in experimentation using artificial intelligence and large language models: A comparative study with human raters.
Comput. Educ. Artif. Intell., 2023
When are post-hoc conceptual explanations identifiable?
Proceedings of the Uncertainty in Artificial Intelligence, 2023
URL: A Representation Learning Benchmark for Transferable Uncertainty Estimates.
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.
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.
Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, 2023
Leveraging Saliency-Aware Gaze Heatmaps for Multiperspective Teaching of Unknown Objects.
IROS, 2023
Probabilistic Contrastive Learning Recovers the Correct Aleatoric Uncertainty of Ambiguous Inputs.
Proceedings of the International Conference on Machine Learning, 2023
Could Human Gaze Augment Detectors of Synthetic Images?
Proceedings of the 24th International Conference on Digital Signal Processing, 2023
Multiperspective Teaching of Unknown Objects via Shared-gaze-based Multimodal Human-Robot Interaction.
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.
Proceedings of the 31st European Signal Processing Conference, 2023
Pupil Diameter during Counting Tasks as Potential Baseline for Virtual Reality Experiments.
Proceedings of the 2023 Symposium on Eye Tracking Research and Applications, 2023
Old or Modern? A Computational Model for Classifying Poem Comprehension using Microsaccades.
Proceedings of the 2023 Symposium on Eye Tracking Research and Applications, 2023
Watch out for those bananas! Gaze Based Mario Kart Performance Classification.
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.
Proceedings of the 2023 Symposium on Eye Tracking Research and Applications, 2023
PEER: Empowering Writing with Large Language Models.
Proceedings of the Responsive and Sustainable Educational Futures, 2023
DynStatF: An Efficient Feature Fusion Strategy for LiDAR 3D Object Detection.
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.
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.
Comput. Graph. Forum, October, 2022
Comparative Analysis of Vehicle-Based and Driver-Based Features for Driver Drowsiness Monitoring by Support Vector Machines.
IEEE Trans. Intell. Transp. Syst., 2022
Where and What: Driver Attention-based Object Detection.
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.
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.
Proc. ACM Hum. Comput. Interact., 2022
PACMHCI V6, ETRA, May 2022 Editorial.
Proc. ACM Hum. Comput. Interact., 2022
Artificial Intelligence Methods in In-Cabin Use Cases: A Survey.
IEEE Intell. Transp. Syst. Mag., 2022
Towards Human-centered Explainable AI: User Studies for Model Explanations.
CoRR, 2022
Disentangling Embedding Spaces with Minimal Distributional Assumptions.
CoRR, 2022
User Trust on an Explainable AI-based Medical Diagnosis Support System.
CoRR, 2022
Evaluating Feature Attribution: An Information-Theoretic Perspective.
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.
CoRR, 2022
Evaluating the Effects of Virtual Human Animation on Students in an Immersive VR Classroom Using Eye Movements.
Proceedings of the 28th ACM Symposium on Virtual Reality Software and Technology, 2022
Proportional Myoelectric Control in a Virtual Reality Environment.
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.
Proceedings of the 2022 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct), 2022
Gaze-based Object Detection in the Wild.
Proceedings of the Sixth IEEE International Conference on Robotic Computing, 2022
Maximum and Leaky Maximum Propagation.
Proceedings of the International Joint Conference on Neural Networks, 2022
A Consistent and Efficient Evaluation Strategy for Attribution Methods.
Proceedings of the International Conference on Machine Learning, 2022
Exploiting Augmented Reality for Extrinsic Robot Calibration and Eye-based Human-Robot Collaboration.
Proceedings of the ACM/IEEE International Conference on Human-Robot Interaction, 2022
Creating Geopositioned 3D Areas of Interest from Fleet Gaze Data.
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.
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.
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.
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".
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.
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.
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.
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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.
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.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021
Predicting visual perceivability of scene objects through spatio-temporal modeling of retinal receptive fields.
Neurocomputing, 2021
States of confusion: Eye and Head tracking reveal surgeons' confusion during arthroscopic surgery.
CoRR, 2021
Estimating Presentation Competence using Multimodal Nonverbal Behavioral Cues.
CoRR, 2021
Differentiating Surgeon Expertise Solely by Eye Movement Features.
CoRR, 2021
The Gaze and Mouse Signal as additional Source for User Fingerprints in Browser Applications.
CoRR, 2021
Exploiting Object-of-Interest Information to Understand Attention in VR Classrooms.
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.
Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, 2021
Rotated Ring, Radial and Depth Wise Separable Radial Convolutions.
Proceedings of the International Joint Conference on Neural Networks, 2021
Differentiating Surgeons' Expertise solely by Eye Movement Features.
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.
Proceedings of the ICMI '21: International Conference on Multimodal Interaction, 2021
1000 Pupil Segmentations in a Second using Haar Like Features and Statistical Learning.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
Weight and Gradient Centralization in Deep Neural Networks.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021
Reinforcement Learning for the Privacy Preservation and Manipulation of Eye Tracking Data.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021
55 Rides: attention annotated head and gaze data during naturalistic driving.
Proceedings of the 2021 Symposium on Eye Tracking Research and Applications, 2021
A Multimodal Eye Movement Dataset and a Multimodal Eye Movement Segmentation Analysis.
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.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021
Digital Transformations of Classrooms in Virtual Reality.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021
Human Attention in Fine-grained Classification.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021
Geopositioned 3D Areas of Interest for Gaze Analysis.
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.
IACR Cryptol. ePrint Arch., 2020
Eye Movement Feature Classification for Soccer Expertise Identification in Virtual Reality.
CoRR, 2020
Multi Layer Neural Networks as Replacement for Pooling Operations.
CoRR, 2020
Automated Anonymisation of Visual and Audio Data in Classroom Studies.
CoRR, 2020
Attention Flow: End-to-End Joint Attention Estimation.
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.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020
Camera-based Driver Drowsiness State Classification Using Logistic Regression Models.
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.
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.
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.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020
Explainable Online Validation of Machine Learning Models for Practical Applications.
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Fully Convolutional Neural Networks for Raw Eye Tracking Data Segmentation, Generation, and Reconstruction.
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.
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.
Proceedings of the ETRA '20 Adjunct: 2020 Symposium on Eye Tracking Research and Applications, 2020
Exploiting the GBVS for Saliency aware Gaze Heatmaps.
Proceedings of the ETRA '20: 2020 Symposium on Eye Tracking Research and Applications, 2020
A MinHash approach for fast scanpath classification.
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.
Proceedings of the ETRA '20: 2020 Symposium on Eye Tracking Research and Applications, 2020
Neural networks for optical vector and eye ball parameter estimation.
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.
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.
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.
Proceedings of the IEEE International Conference on Artificial Intelligence and Virtual Reality, 2020
Training Decision Trees as Replacement for Convolution Layers.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Validation loss for landmark detection.
CoRR, 2019
Person Independent, Privacy Preserving, and Real Time Assessment of Cognitive Load using Eye Tracking in a Virtual Reality Setup.
Proceedings of the IEEE Conference on Virtual Reality and 3D User Interfaces, 2019
Camera-Based Eye Blink Detection Algorithm for Assessing Driver Drowsiness.
Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019
Learning to validate the quality of detected landmarks.
Proceedings of the Twelfth International Conference on Machine Vision, 2019
Predicting Cognitive Load in an Emergency Simulation Based on Behavioral and Physiological Measures.
Proceedings of the International Conference on Multimodal Interaction, 2019
The Applicability of Cycle GANs for Pupil and Eyelid Segmentation, Data Generation and Image Refinement.
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.
Proceedings of the 11th ACM Symposium on Eye Tracking Research & Applications, 2019
Ferns for area of interest free scanpath classification.
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 ;).
Proceedings of the 11th ACM Symposium on Eye Tracking Research & Applications, 2019
500, 000 Images Closer to Eyelid and Pupil Segmentation.
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.
Proceedings of the ACM Symposium on Applied Perception 2019, 2019
2018
PuRe: Robust pupil detection for real-time pervasive eye tracking.
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.
CoRR, 2018
Teacher's Perception in the Classroom.
CoRR, 2018
Eye movement simulation and detector creation to reduce laborious parameter adjustments.
CoRR, 2018
Automatic Generation of Saliency-based Areas of Interest for the Visualization and Analysis of Eye-tracking Data.
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.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018
Modeling Cognitive Processes from Multimodal Signals.
Proceedings of the 2018 on International Conference on Multimodal Interaction, 2018
Rule-based learning for eye movement type detection.
Proceedings of the Workshop on Modeling Cognitive Processes from Multimodal Data, 2018
Histogram of oriented velocities for eye movement detection.
Proceedings of the Workshop on Modeling Cognitive Processes from Multimodal Data, 2018
Overlooking: the nature of gaze behavior and anomaly detection in expert dentists.
Proceedings of the Workshop on Modeling Cognitive Processes from Multimodal Data, 2018
Eye-Hand Behavior in Human-Robot Shared Manipulation.
Proceedings of the 2018 ACM/IEEE International Conference on Human-Robot Interaction, 2018
PuReST: robust pupil tracking for real-time pervasive eye tracking.
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.
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.
Proceedings of the 2018 ACM Symposium on Eye Tracking Research & Applications, 2018
Region of interest generation algorithms for eye tracking data.
Proceedings of the 3rd Workshop on Eye Tracking and Visualization, 2018
CBF: circular binary features for robust and real-time pupil center detection.
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.
Proceedings of the 2018 ACM Symposium on Eye Tracking Research & Applications, 2018
An inconspicuous and modular head-mounted eye tracker.
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.
Proceedings of the 2018 ACM Symposium on Eye Tracking Research & Applications, 2018
Cross-subject workload classification using pupil-related measures.
Proceedings of the 2018 ACM Symposium on Eye Tracking Research & Applications, 2018
MAM: Transfer Learning for Fully Automatic Video Annotation and Specialized Detector Creation.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018
Teachers' Perception in the Classroom.
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.
IEEE Intell. Transp. Syst. Mag., 2017
Online Recognition of Driver-Activity Based on Visual Scanpath Classification.
IEEE Intell. Transp. Syst. Mag., 2017
Towards pervasive eye tracking.
it Inf. Technol., 2017
Fast camera focus estimation for gaze-based focus control.
CoRR, 2017
PupilNet v2.0: Convolutional Neural Networks for CPU based real time Robust Pupil Detection.
CoRR, 2017
Aggregating physiological and eye tracking signals to predict perception in the absence of ground truth.
Comput. Hum. Behav., 2017
Fast and Robust Eyelid Outline and Aperture Detection in Real-World Scenarios.
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.
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.
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.
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.
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.
Proceedings of the Companion Publication of the 22nd International Conference on Intelligent User Interfaces, 2017
Monitoring Response Quality During Campimetry Via Eye-Tracking.
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.
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.
Mach. Vis. Appl., 2016
PupilNet: Convolutional Neural Networks for Robust Pupil Detection.
CoRR, 2016
Non-intrusive practitioner pupil detection for unmodified microscope oculars.
Comput. Biol. Medicine, 2016
EyeRec: An Open-source Data Acquisition Software for Head-mounted Eye-tracking.
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.
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.
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.
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.
Proceedings of the Ninth Biennial ACM Symposium on Eye Tracking Research & Applications, 2016
Rendering refraction and reflection of eyeglasses for synthetic eye tracker images.
Proceedings of the Ninth Biennial ACM Symposium on Eye Tracking Research & Applications, 2016
ElSe: ellipse selection for robust pupil detection in real-world environments.
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.
Proceedings of the Ninth Biennial ACM Symposium on Eye Tracking Research & Applications, 2016
Novel Methods for Analysis and Visualization of Saccade Trajectories.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016
3D Gaze Estimation using Eye Vergence.
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.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015
ExCuSe: Robust Pupil Detection in Real-World Scenarios.
Proceedings of the Computer Analysis of Images and Patterns, 2015
Analysis of Eye Movements with Eyetrace.
Proceedings of the Biomedical Engineering Systems and Technologies, 2015
2014
Towards automated comparison of eye-tracking recordings in dynamic scenes.
Proceedings of the 5th European Workshop on Visual Information Processing, 2014
Gaze guidance for the visually impaired.
Proceedings of the Eye Tracking Research and Applications, 2014
SubsMatch: scanpath similarity in dynamic scenes based on subsequence frequencies.
Proceedings of the Eye Tracking Research and Applications, 2014
The applicability of probabilistic methods to the online recognition of fixations and saccades in dynamic scenes.
Proceedings of the Eye Tracking Research and Applications, 2014
Rule-based Classification of Visual Field Defects.
Proceedings of the HEALTHINF 2014, 2014
2013
Online Classification of Eye Tracking Data for Automated Analysis of Traffic Hazard Perception.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2013, 2013
A New Method for Assessing the Exploratory Field of View (EFOV).
Proceedings of the HEALTHINF 2013, 2013
2012
Bayesian online clustering of eye movement data.
Proceedings of the 2012 Symposium on Eye-Tracking Research and Applications, 2012
2011
Fast extraction of neuron morphologies from large-scale SBFSEM image stacks.
J. Comput. Neurosci., 2011
Vishnoo - An open-source software for vision research.
Proceedings of the 24th IEEE International Symposium on Computer-Based Medical Systems, 2011
2005
Improving Thermal-Safe Test Scheduling for Core-Based Systems-on-Chip Using Shift Frequency Scaling.
Proceedings of the 20th IEEE International Symposium on Defect and Fault-Tolerance in VLSI Systems (DFT 2005), 2005