Publications | Universität Tübingen

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

Wolfgang Fuhl and Enkelejda Kasneci. ACM Symposium on Eye Tracking Research & Applications, ETRA 2022. ACM, 2022.

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Towards Everyday Virtual Reality through Eye Tracking

Efe Bozkir. PhD thesis. University of Tübingen, 2022.

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Latent gaze information in highly dynamic decision-tasks

Benedikt W. Hosp. PhD thesis. University of Tübingen, 2022.

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Tensor Normalization and Full Distribution Training

Wolfgang Fuhl and Enkelejda Kasneci. Conference on Artificial Intelligence Workshops, AAAI Workshop Adversarial Machine Learning and Beyond, 2022.

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

Nora Castner, Bela Umlauf, Ard Kastrati, Martyna Beata Płomecka, William Schaefer, Enkelejda Kasneci, and Zoya Bylinskii. 2022 Symposium on Eye Tracking Research and Applications, pages 1–3, 2022.

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Assessing dissimilarity of employment history information from survey and administrative data using sequence analysis techniques

Babette Bühler, Katja Möhring, and Andreas P Weiland. Quality & Quantity, pages 1–28. Springer, 2022.

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Evaluating Feature Attribution: An Information-Theoretic Perspective

Yao Rong, Tobias Leemann, Vadim Borisov, Gjergji Kasneci, and Enkelejda Kasneci. arXiv preprint arXiv:2202.00449, 2022.

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

Daniel Weber, Enkelejda Kasneci, and Andreas Zell. Proceedings of the 2022 ACM/IEEE International Conference on Human-Robot Interaction (HRI). IEEE Press, 2022.

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

Nora Castner, Jonas Frankemölle, Constanze Keutel, Fabian Huettig, and Enkelejda Kasneci. 2022 Symposium on Eye Tracking Research and Applications, pages 1–7, 2022.

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Maximum and Leaky Maximum Propagation

Wolfgang Fuhl and Enkelejda Kasneci. Proceedings of the International Joint Conference on Neural Networks, 2022.

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Differential Privacy for Eye Tracking with Temporal Correlations

Efe Bozkir, Onur Günlü, Wolfgang Fuhl, Rafael F. Schaefer, and Enkelejda Kasneci. PLoS ONE, 2021.

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TüEyeQ, a rich IQ test performance data set with eye movement, educational and socio-demographic information

Enkelejda Kasneci, Gjergji Kasneci, Tobias Appel, Johannes Haug, Franz Wortha, Maike Tibus, Ulrich Trautwein, and Peter Gerjets. Scientific Data 8(1), 2021.

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Digital Transformations of Classrooms in Virtual Reality

Hong Gao, Efe Bozkir, Lisa Hasenbein, Jens-Uwe Hahn, Richard Göllner, and Enkelejda Kasneci. CHI Conference on Human Factors in Computing Systems (CHI ’21). ACM, 2021.

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The Index of Cognitive Activity Predicts Cognitive Processing Load in Linguistic Task

Hong Gao, Zijian Lu, Vera Demberg, and Enkelejda Kasneci. EMICS ’21: ACM CHI ’21 Workshop on Eye Movements as an Interface to Cognitive State, 2021.

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Multimodal Visual Sensing: Automated Estimation of Engagement

Ömer Sümer. PhD thesis. University of Tuebingen, 2021.

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

W Fuhl, N Sanamrad, and E Kasneci. arXiv preprint arXiv:2101.03793. CoRR, 2021.

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

Wolfgang Fuhl, Johannes Schneider, and Enkelejda Kasneci. International Conference on Computer Vision Workshops, ICCVW, 2021.

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55 Rides: Attention annotated Head and Gaze data during Naturalistic Driving

Thomas Kübler, Wolfgang Fuhl, Elena Wagner, and Enkelejda Kasneci. Eye-Tracking Research and Applications. ACM, 2021.

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

W. Fuhl and E Kasneci. Proceedings of the ACM Symposium on Eye Tracking Research & Applications (ETRA), 2021.

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

Yao Rong, Chao Han, Christian Hellert, Antje Loyal, and Enkelejda Kasneci. IEEE Intelligent Transportation Systems Magazine. IEEE, 2021.

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Differentiating Surgeons’ Expertise solely by Eye Movement Features

Benedikt Hosp, Myat Su Yin, Peter Haddawy, Ratthapoom Watcharopas, Paphon Sa-ngasoongsong, and Enkelejda Kasneci. Companion Publication of the 2021 International Conference on Multimodal Interaction, pages 371–375, 2021.

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Expertise classification of soccer goalkeepers in highly dynamic decision tasks: A deep learning approach for temporal and spatial feature recognition of fixation image patch sequences

B. Hosp, F. Schultz, E. Kasneci, and O. Hoener. Frontiers in Sports and Active Living, pages 183. Frontiers, 2021.

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

Efe Bozkir, Philipp Stark, Hong Gao, Lisa Hasenbein, Jens-Uwe Hahn, Enkelejda Kasneci, and Richard Göllner. 2021 IEEE Conference on Virtual Reality and 3D User Interfaces (VR). IEEE, 2021.

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FakeNewsPerception: An eye movement dataset on the perceived believability of news stories

Ömer Sümer, Efe Bozkir, Thomas Kübler, Sven Grüner, Sonja Utz, and Enkelejda Kasneci. Data in Brief 35, 2021.

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Human Attention in Fine-grained Classification

Yao Rong, Wenjia Xu, Zeynep Akata, and Enkelejda Kasneci. Peer-reviewed publication, 2021.

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Indicators of Training Success in Virtual Reality Using Head and Eye Movements

J. Gisler, J. Schneider, J. Handali, V. Holzwarth, C. Hirt, W. Fuhl, J. Brocke, and A. Kunz. IEEE International Symposium on Mixed and Augmented Reality POSTER (ISMAR), 2021.

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Multimodal Engagement Analysis from Facial Videos in the Classroom

Ömer Sümer, Patricia Goldberg, Sidney D’Mello, Peter Gerjets, Ulrich Trautwein, and Enkelejda Kasneci. arXiv preprint arXiv:2101.04215, 2021.

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Reinforcement learning for the privacy preservation and manipulation of eye tracking data

Wolfgang Fuhl, Efe Bozkir, and Enkelejda Kasneci. Proceedings of International Conference on Artificial Neural Networks, 2021.

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Rotated Ring, Radial and Depth Wise Separable Radial Convolutions

Wolfgang Fuhl and Enkelejda Kasneci. Proceedings of the International Joint Conference on Neural Networks, 2021.

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Soccer goalkeeper expertise identification based on eye movements

B. W. Hosp, F. Schultz, O. Hoener, and E. Kasneci. PloS one 16(5): e0251070. Public Library of Science San Francisco, CA USA, 2021.

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

Benedikt Hosp, Myat Su Yin, Peter Haddawy, Ratthaphum Watcharopas, Paphon Sa-Ngasoongsong, and Enkelejda Kasneci. Proceedings of the 2021 International Conference on Multimodal Interaction, pages 753–757, 2021.

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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

Wolfgang Fuhl, Gjergji Kasneci, and Enkelejda Kasneci. IEEE International Symposium on Mixed and Augmented Reality (ISMAR), 2021.

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Web table classification based on visual features

Babette Bühler and Heiko Paulheim. International Conference on Web Engineering, pages 185–200, 2021.

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Weight and Gradient Centralization in Deep Neural Networks

Wolfgang Fuhl and Enkelejda Kasneci. Proceedings of the International Conference on Artificial Neural Networks, 2021.

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pRSL: Interpretable Multi-label Stacking by Learning Probabilistic Rules

Kirchhof Kirchhof, Lena Schmid, Christopher Reining, Michael ten Hompel, and Markus Pauly. Proceedings of the 37th Conference on Uncertainty in Artificial Intelligence, 2021.

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Beyond the tracked line of sight: Gaze-driven user models

David Geisler. PhD thesis. University of Tuebingen, 2020.

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

Efe Bozkir, Shahram Eivazi, Mete Akgün, and Enkelejda Kasneci. IEEE International Conference on Artifical Intelligence and Virtual Reality (AIVR), 2020.

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Gaze and visual scanpath features for data-driven expertise recognition in medical image inspection

N.J. Castner. PhD thesis. University of Tübingen, 2020.

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Towards Understanding Attention in Virtual Reality - Analysing Visual Attention in a VR-Classroom Experiment

Philipp Stark. Master thesis. University of Tübingen, 2020.

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

Mariella Dreißig, Mohamed Baccour, Tim Schäck, and Enkelejda Kasneci. Peer-reviewed publication. IEEE, 2020.

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From perception to action using observed actions to learn gestures

Wolfgang Fuhl. User Modeling and User-Adapted Interaction, pages 1-18. Springer, 2020.

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Multi Layer Neural Networks as Replacement for Pooling Operations

Wolfgang Fuhl and Enkelejda Kasneci. arXiv preprint arXiv:2006.06969. CoRR, 2020.

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A Novel Camera-Free Eye Tracking Sensor for Augmented Reality based on Laser Scanning

Johannes Meyer, Thomas Schlebusch, Wolfgang Fuhl, and Enkelejda Kasneci. Sensors Journal, pages 1-1. IEEE, 2020.

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The display makes a difference: A mobile eye tracking study on the perception of art before and after a museum’s rearrangement

L. Reitstätter, H. Brinkmann, T. Santini, E. Specker, Z. Dare, F. Bakondi, A. Miscená, E. Kasneci, H. Leder, and R. Rosenberg. Peer-reviewed publication, 2020.

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Pupil diameter differentiates expertise in dental radiography visual search

Nora Castner, Tobias Appel, Thérése Eder, Juliane Richter, Katharina Scheiter, Constanze Keutel, Fabian Hüttig, Andrew Duchowski, and Enkelejda Kasneci. PLOS ONE 15(5): 1-19. Public Library of Science, 2020.

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RemoteEye: An open-source high-speed remote eye tracker

Benedikt Hosp, Shahram Eivazi, Maximilian Maurer, Woflgang Fuhl, David Geisler, and Enkelejda Kasneci. Behavior Research Methods, pages 1–15. Springer, 2020.

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Automated Anonymisation of Visual and Audio Data in Classroom Studies

Ömer Sümer, Peter Gerjets, Ulrich Trautwein, and Enkelejda Kasneci. The Workshops of the Thirty-Forth AAAI Conference on Artificial Intelligence, 2020.

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Training Decision Trees as Replacement for Convolution Layers

W. Fuhl, G. Kasneci, W. Rosenstiel, and E. Kasneci. Conference on Artificial Intelligence, AAAI, 2020.

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Neural networks for optical vector and eye ball parameter estimation

W. Fuhl, H. Gao, and E. Kasneci. ACM Symposium on Eye Tracking Research & Applications, ETRA 2020. ACM, 2020.

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

W. Fuhl, H. Gao, and E. Kasneci. ACM Symposium on Eye Tracking Research & Applications, ETRA 2020. ACM, 2020.

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A MinHash approach for fast scanpath classification

David Geisler, Nora Castner, Gjergji Kasneci, and Enkelejda Kasneci. Eye Tracking Research and Applications. ACM, 2020.

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

Johannes Meyer, Thomas Schlebusch, Hans Spruit, Jochen Hellmig, and Enkelejda Kasneci. Eye Tracking Research and Applications. ACM, 2020.

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A Study of Expert/Novice Perception in Arthroscopic Shoulder Surgery

Myat Su Yin, Peter Haddawy, Benedikt Hosp, Paphon Sa-ngasoongsong, Thanwarat Tanprathumwong, Madereen Sayo, Supawit Yangyuenpradorn, and Akara Supratak. Proceedings of the 4th International Conference on Medical and Health Informatics, pages 71–77, 2020.

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Attention Flow: End-to-End Joint Attention Estimation

Ömer Sümer, Peter Gerjets, Ulrich Trautwein, and Enkelejda Kasneci. 2020 IEEE Winter Conference on Applications of Computer Vision (WACV) (): 3316-3325, 2020.

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Bewertung Maschinelle Lernalgorithmen für die Güte von Programmierkenntnissen

Christian Hackenbeck. Master thesis. University of Tübingen, 2020.

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

Nora Castner, Thomas C Kübler, Juliane Richter, Therese Eder, Fabian Huettig, Constanze Keutel, and Enkelejda Kasneci. Eye Tracking Research and Applications. ACM, 2020.

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

Daniel Weber, Thiago Santini, Andreas Zell, and Enkelejda Kasneci. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). IEEE, 2020.

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

Rong Yao, Akata Zeynep, and Kasneci Enkelejda. IEEE Conference on Intelligent Transportation Systems (ITSC), 2020, pages 0–0, 2020.

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Erstellung und Bewertung einer Webplattformbasierten Datenhaltungs- und Bewertungssoftware für Studien

Roufayda Salaheddine. Master thesis. University of Tübingen, 2020.

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Erstellung und Bewertung einesWebbrowserbasierten Frameworks zur Datenakquise für Studien

Oliwia Oles. Master thesis. University of Tübingen, 2020.

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Evaluation and implementation of proven real-time image processing features for use in web browsers

Amr Abdellatif. Master thesis. University of Tübingen, 2020.

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Evaluation of ML methods for online use in the browser

Hao Liu. Master thesis. University of Tübingen, 2020.

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Explainable Online Validation of Machine Learning Models for Practical Applications

Wolfgang Fuhl, Yao Rong, Thomas Motz, Michael Scheidt, Andreas Hartel, Andreas Koch, and Enkelejda Kasneci. Proceedings of the International Conference on Pattern Recognition, pages 0–0, 2020.

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Exploiting the GBVS for Saliency aware Gaze Heatmaps

David Geisler, Daniel Weber, Nora Castner, and Enkelejda Kasneci. Eye Tracking Research and Applications. ACM, 2020.

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

Wolfgang Fuhl, Yao Rong, and Kasneci Enkelejda. Proceedings of the International Conference on Pattern Recognition, pages 0–0, 2020.

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Improving BrowserWatermarking with Eye Tracking

Nikolai Iraj Sanamrad. Master thesis. University of Tübingen, 2020.

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Low Power Scanned Laser Eye Tracking for Retinal Projection AR Glasses

Johannes Meyer, Thomas Schlebusch, Thomas C Kübler, and Enkelejda Kasneci. Eye Tracking Research and Applications. ACM, 2020.

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

David Geisler, Andrew T Duchowski, and Enkelejda Kasneci. Neurocomputing. Elsevier, 2020.

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

Efe Bozkir, Ali Burak Ünal, Mete Akgün, Enkelejda Kasneci, and Nico Pfeifer. Eye Tracking Research and Applications. ACM, 2020.

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The Perception Engineer’s Toolkit for Eye-Tracking data analysis

Thomas C Kübler. Eye Tracking Research and Applications. ACM, 2020.

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

Nora Castner, Lea Geßler, David Geisler, Fabian Hüttig, and Enkelejda Kasneci. Procedia Computer Science 176. Elsevier, 2020.

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500,000 images closer to eyelid and pupil segmentation

W. Fuhl, W. Rosenstiel, and E. Kasneci. Computer Analysis of Images and Patterns, CAIP, 2019.

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Learning to validate the quality of detected landmarks

W. Fuhl and E. Kasneci. International Conference on Machine Vision, ICMV, 2019.

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The applicability of Cycle GANs for pupil and eyelid segmentation, data generation and image refinement

W. Fuhl, D. Geisler, W. Rosenstiel, and E. Kasneci. International Conference on Computer Vision Workshops, ICCVW, 2019.

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

Efe Bozkir, David Geisler, and Enkelejda Kasneci. ACM Symposium on Applied Perception 2019, 2019.

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Ferns for area of interest free scanpath classification

W. Fuhl, N. Castner, T. C. Kübler, A. Lotz, W. Rosenstiel, and E. Kasneci. Proceedings of the 2019 ACM Symposium on Eye Tracking Research & Applications (ETRA) , 2019.

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Get a Grip: Slippage-Robust and Glint-Free Gaze Estimation for Real-Time Pervasive Head-Mounted Eye Tracking

T. Santini, D. Niehorster, and E. Kasneci. Proceedings of the 2019 ACM Symposium on Eye Tracking Research & Applications (ETRA), 2019.

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Improving Real-Time CNN-Based Pupil Detection Through Domain-Specific Data Augmentation

S. Eivazi, T. Santini, A. Keshavarzi, T. C. Kübler, and A. Mazzei. Proceedings of the 2019 ACM Symposium on Eye Tracking Research & Applications (ETRA) – To Appear, 2019.

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Image-based extraction of eye features for robust eye tracking

W. Fuhl. PhD thesis. University of Tübingen, 2019.

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

Efe Bozkir, David Geisler, and Enkelejda Kasneci. The IEEE Conference on Virtual Reality and 3D User Interfaces (VR) Workshops, 2019.

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Attentive or Not?: Toward a Machine Learning Approach to Assessing Students’ Visible Engagement in Classroom Instruction

Patricia Goldberg, Ömer Sümer, Kathleen Stürmer, Wolfgang Wagner, Richard Göllner, Peter Gerjets, Enkelejda Kasneci, and Ulrich Trautwein. Educational Psychology Review, 2019.

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Encodji: Encoding Gaze Data Into Emoji Space for an Amusing Scanpath Classification Approach ;)

Wolfgang Fuhl, Efe Bozkir, Benedikt Hosp, Nora Castner, David Geisler, Thiago C., and Enkelejda Kasneci. Eye Tracking Research and Applications, 2019.

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Talking with Your Hands: Scaling Hand Gestures and Recognition with CNNs

Okan Kopuklu, Yao Rong, and Gerhard Rigoll. Proceedings of the IEEE International Conference on Computer Vision Workshops, pages 0–0, 2019.

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

Nora Castner, Solveig Klepper, Lena Kopnarski, Fabian Hüttig, Constanze Keutel, Katharina Scheiter, Juliane Richter, T. Eder, and Enkelejda Kasneci. Workshop on Modeling Cognitive Processes from Multimodal Data (MCPMD’18 ), 2018.

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Automatic generation of saliency-based areas of interest

W. Fuhl, T. Kübler, T. Santini, and E. Kasneci. Symposium on Vision, Modeling and Visualization (VMV), 2018.

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An Inconspicuous and Modular Head-Mounted Eye Tracker

S. Eivazi, T. Kübler, T. Santini, and E. Kasneci. Proceedings of the 2018 ACM Symposium on Eye Tracking Research & Applications (ETRA) , 2018.

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

W. Fuhl, D. Geisler, T. Santini, T. Appel, W. Rosenstiel, and E. Kasneci. ACM Symposium on Eye Tracking Research & Applications, 2018.

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Development and Evaluation of a Gaze Feedback System Integrated into EyeTrace

K. Otto, N. Castner, D. Geisler, and E. Kasneci. Proceedings of the 2018 ACM Symposium on Eye Tracking Research & Applications (ETRA) , 2018.

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PuReST: Robust Pupil Tracking for Real-Time Pervasive Eye Tracking

T. Santini, W. Fuhl, and E. Kasneci. Proceedings of the 2018 ACM Symposium on Eye Tracking Research & Applications (ETRA), 2018.

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Region of interest generation algorithms for eye tracking data

W. Fuhl, T. C. Kübler, H. Brinkmann, R. Rosenberg, W. Rosenstiel, and E. Kasneci. Third Workshop on Eye Tracking and Visualization (ETVIS), in conjunction with ACM ETRA, 2018.

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Scanpath comparison in medical image reading skills of dental students

N. Castner, E. Kasneci, T. C. Kübler, K. Scheiter, and J. Richter. Proceedings of the 2018 ACM Symposium on Eye Tracking Research & Applications (ETRA), 2018.

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Teachers’ Perception in the Classroom

Ö. Sümer, P. Goldberg, K. Stürmer, T. Seidel, P. Gerjets, U. Trautwein, and E. Kasneci. The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2018.

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The Art of Pervasive Eye Tracking: Unconstrained Eye Tracking in the Austrian Gallery Belvedere

T. Santini, H. Brinkmann, L. Reistätter, H. Leder, R. Rosenberg, W. Rosenstiel, and E. Kasneci. Proceedings of the 2018 ACM Symposium on Eye Tracking Research & Applications (ETRA): Adjunct publication – PETMEI 2018, 2018.

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PuRe: Robust Pupil Detection for Real-Time Pervasive Eye Tracking

T. Santini, W. Fuhl, and E. Kasneci. Elsevier Computer Vision and Image Understanding To Appear, 2018.

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

David Geisler, Dieter Fox, and Enkelejda Kasneci. International Conference on Robotics and Automation (ICRA), 2018.

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Eye-Hand Behavior in Human-Robot Shared Manipulation

R. M., T. Santini, T. C. Kübler, E. Kasneci, S. Srinivasa, and H. Admoni. Proceedings of the 13th Annual ACM/IEEE International Conference on Human Robot Interaction, 2018.

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

W. Fuhl, S. Eivazi, B. Hosp, A. Eivazi, W. Rosenstiel, and E. Kasneci. Eye Tracking Research and Applications, ETRA, 2018.

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Eye movement simulation and detector creation to reduce laborious parameter adjustments

W. Fuhl, T. Santini, T. Kuebler, N. Castner, W. Rosenstiel, and E. Kasneci. arXiv preprint arXiv:1804.00970, 2018.

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

W. Fuhl and E. Kasneci. Poster at Egocentric Perception, Interaction and Computing, EPIC, 2018.

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Histogram of oriented velocities for eye movement detection

W. Fuhl, N. Castner, and E. Kasneci. International Conference on Multimodal Interaction Workshops, ICMIW, 2018.

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MAM: Transfer learning for fully automatic video annotation and specialized detector creation

W. Fuhl, N. Castner, L. Zhuang, M. Holzer, W. Rosenstiel, and E. Kasneci. International Conference on Computer Vision Workshops, ICCVW, 2018.

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Rule based learning for eye movement type detection

W. Fuhl, N. Castner, and E. Kasneci. International Conference on Multimodal Interaction Workshops, ICMIW, 2018.

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Self-Supervised Learning of Pose Embeddings From Spatiotemporal Relations in Videos

Ö. Sümer, T. Dencker, and B. Ommer. The IEEE International Conference on Computer Vision (ICCV), 2017.

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Automatic Mapping of Remote Crowd Gaze to Stimuli in the Classroom

T. Santini, T. C. Kübler, L. Draghetti, P. Gerjets, W. Wagner, U. Trautwein, and E. Kasneci. Eye Tracking Enhanced Learning (ETEL2017), 2017.

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Using Eye Tracking to Evaluate and Develop Innovative Teaching Strategies for Fostering Image Reading Skills of Novices in Medical Training

N. Castner, S. Eivazi, K. Scheiter, and E. Kasneci. Eye Tracking Enhanced Learning (ETEL2017), 2017.

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Towards pervasive eye tracking

E. Kasneci. it-Information Technology, De Gruyter Oldenbourg, 2017.

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

T. Santini, W. Fuhl, and E. Kasneci. Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017.

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Ways of improving the precision of eye tracking data: Controlling the influence of dirt and dust on pupil detection

W. Fuhl, T. C. Kübler, D. Hospach, O. Bringmann, W. Rosenstiel, and E. Kasneci. Journal of Eye Movement Research 10(3), 2017.

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Effectiveness of Software-Based Hardening for Radiation-Induced Soft Errors in Real-Time Operating Systems

T. Santini, C. Borchert, C. Dietrich, H. Schirmeier, M. Hoffmann, O. Spinczyk, D. Lohmann, F. R., and P. Rech. Proceedings of the 30th International Conference on Architecture of Computing Systems - ARCS, 2017.

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

E. Kasneci, T. C. Kübler, K. Broelemann, and G. Kasneci. Computers in Human Behavior, Elsevier 68: 450-455, 2017.

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

W. Fuhl, T. Santini, and E. Kasneci. IEEE Winter Conference on Applications of Computer Vision (WACV 2017), 2017.

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Monitoring Response Quality During Campimetry Via Eye-Tracking

G. Dambros, J. Ungewiss, T. C. Kübler, E. Kasneci, and M. Spüler. Proceedings of the 22st International Conference on Intelligent User Interfaces, IUI 2017, ACM, 2017.

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Towards Intelligent Surgical Microscopes: Surgeons Gaze and Instrument Tracking

Shahram Eivazi, Wolfgang Fuhl, and Enkelejda Kasneci. Proceedings of the 22st International Conference on Intelligent User Interfaces, IUI 2017. ACM, 2017.

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Towards automatic skill evaluation in microsurgery

Shahram Eivazi, Michael Slupina, Wolfgang Fuhl, Hoorieh Afkari, Ahmad Hafez, and Enkelejda Kasneci. Proceedings of the 22st International Conference on Intelligent User Interfaces, IUI 2017. ACM, 2017.

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Algorithms for the comparison of visual scan patterns

T. C. Kübler. PhD thesis. University of Tübingen, 2017.

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EyeLad: Remote Eye Tracking Image Labeling Tool

W. Fuhl, T. Santini, D. Geisler, T. C. Kübler, and E. Kasneci. 12th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017), 2017.

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EyeRecToo: Open-Source Software for Real-Time Pervasive Head-Mounted Eye-Tracking

T. Santini, W. Fuhl, D. Geisler, and E. Kasneci. 12th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017), 2017.

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Saliency Sandbox: Bottom-Up Saliency Framework

D. Geisler, W. Fuhl, T. Santini, and E. Kasneci. 12th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017), 2017.

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Eye tracking as a tool to evaluate functional ability in everyday tasks in glaucoma

E. Kasneci, A. A., and J. M.. Journal of Ophthalmology Article ID 6425913, 2017.

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Fast camera focus estimation for gaze-based focus control

W. Fuhl, T. Santini, and E. Kasneci. CoRR, 2017.

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Online recognition of driver-activity based on visual scanpath classification

Christian Braunagel, David Geisler, Wolfgang Rosenstiel, and Enkelejda Kasneci. IEEE Intelligent Transportation Systems Magazine 9(4): 23–36. IEEE, 2017.

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Optimal eye movement strategies: a comparison of neurosurgeons gaze patterns when using a surgical microscope

S. Eivazi, A. Hafez, W. Fuhl, H. Afkari, E. Kasneci, M. Lehecka, and R. Bednarik. Acta Neurochirurgica, 2017.

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PupilNet v2.0: Convolutional Neural Networks for Robust Pupil Detection

W. Fuhl, T. Santini, G. Kasneci, and E. Kasneci. CoRR, 2017.

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Selective suppression of local circuits during movement preparation in the mouse motor cortex

Masashi Hasegawa, Kei Majima, Takahide Itokazu, Takakuni Maki, Urban-Raphael Albrecht, Nora Castner, Mariko Izumo, Kazuhiro Sohya, Tatsuo K Sato, Yukiyasu Kamitani, and others. Cell reports 18(11): 2676–2686. Elsevier, 2017.

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Non-Intrusive Practitioner Pupil Detection for Unmodified Microscope Oculars

W. Fuhl, T. Santini, C. Reichert, D. Claus, A. Herkommer, H. Bahmani, K. Rifai, S. Wahl, and E. Kasneci. Elsevier Computers in Biology and Medicine 79: 36-44, 2016.

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Novel methods for analysis and visualization of saccade trajectories

T. C. Kübler, W. Fuhl, R. Rosenberg, W. Rosenstiel, and E. Kasneci. 3. ECCV Workshop VISART 2016, 2016.

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Brightness- and Motion-Based Blink Detection for Head-Mounted Eye Trackers

T. Appel, T. Santini, and E. Kasneci. ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct publication – PETMEI 2016, 2016.

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Evaluation of State-of-the-Art Pupil Detection Algorithms on Remote Eye Images

W. Fuhl, D. Geisler, T. Santini, and E. Kasneci. ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct publication – PETMEI 2016, 2016.

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Eyes Wide Open? Eyelid Location and Eye Aperture Estimation for Pervasive Eye Tracking in Real-World Scenarios

W. Fuhl, T. Santini, D. Geisler, T. C. Kübler, W. Rosenstiel, and E. Kasneci. ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct publication – PETMEI 2016, 2016.

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Reliability Analysis of Operating Systems and Software Stack for Embedded Systems

T. Santini, L. Carro, F. R., and P. Rech. IEEE Transactions on Nuclear Science 63(4): 2225-2232, 2016.

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SubsMatch 2.0: Scanpath comparison and classification based on subsequence frequencies

T. C. Kübler, C. Rothe, U. Schiefer, W. Rosenstiel, and E. Kasneci. Behavior Research Methods online first: 1-17, 2016.

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

Wolfgang Fuhl, Marc Tonsen, Andreas Bulling, and Enkelejda Kasneci. Machine Vision and Applications, pages 1-14, 2016.

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Bayesian Identification of Fixations, Saccades, and Smooth Pursuits

T. Santini, W. Fuhl, T. C. Kübler, and E. Kasneci. Proceedings of the Ninth Biennial ACM Symposium on Eye Tracking Research & Applications (ETRA), pages 163–170, 2016.

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ElSe: Ellipse Selection for Robust Pupil Detection in Real-World Environments

W. Fuhl, T. Santini, T. C. Kübler, and E. Kasneci. Proceedings of the Ninth Biennial ACM Symposium on Eye Tracking Research & Applications (ETRA), pages 123–130, 2016.

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Evaluating the Radiation Reliability of Dependability-Oriented Real-Time Operating Systems

T. Santini, C. Borchert, C. Dietrich, H. Schirmeier, M. Hoffmann, O. Spinczyk, D. Lohmann, F. R., and P. Rech. The 12th Workshop on Silicon Errors in Logic - System Effects, 2016.

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

C. Braunagel, D. Geisler, W. Stolzmann, W. Rosenstiel, and E. Kasneci. ACM Symposium on Eye Tracking Research & Applications, ETRA 2016, 2016.

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Rendering refraction and reflection of eyeglasses for synthetic eye tracker images

T. C. Kübler, T. Rittig, J. Ungewiss, C. Krauss, and E. Kasneci. ACM Symposium on Eye Tracking Research and Applications, ETRA 2016, 2016.

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3D Gaze Estimation Using Eye Vergence

E.G. Mlot, H. Bahmani, S. Wahl, and E. Kasneci. 9th International Conference on Health Informatics, Healthinf 2016, 2016.

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

T. Santini, W. Fuhl, T. C. Kübler, and E. Kasneci. Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP) 3: VISAPP: 386–391, 2016.

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Feature-based attentional influences on the accommodation response

H. Bahmani, W. Fuhl, E. Gutierrez, G. Kasneci, E. Kasneci, and S. Wahl. Vision Sciences Society Annual Meeting Abstract, 2016.

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PupilNet: Convolutional Neural Networks for Robust Pupil Detection

W. Fuhl, T. Santini, G. Kasneci, and E. Kasneci. CoRR, 2016.

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Driving with Homonymous Visual Field Defects: Driving Performance and Compensatory Gaze Movements

T. C. Kübler, E. Kasneci, W. Rosenstiel, K. Aehling, M. Heister, K. Nagel, U. Schiefer, and E. Papageorgiou. Journal of Eye Movement Research 8(5): 1-11, 2015.

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Driving with Glaucoma: Task Performance and Gaze Movements

T. C. Kübler, E. Kasneci, K. Aehling, M. Heister, W. Rosenstiel, U. Schiefer, and E. Papageorgiou. Optometry and Vision Science 92(11): 1037-1046, 2015.

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Automated Visual Scanpath Analysis Reveals the Expertise Level of Micro-neurosurgeons

T. C. Kübler, S. Eivazi, and E. Kasneci. MICCAI 15 Workshop on Interventional Microscopy, 2015.

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Automated Comparison of Scanpaths in Dynamic Scenes

T. C. Kübler and E. Kasneci. Pfeiffer, Thies ; Essig, Kai (Hrsg.): Proceedings of the 2nd International Workshop on Solutions for Automatic Gaze Data Analysis 2015 (SAGA 2015), 2015.

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Driver-Activity Recognition in the Context of Conditionally Autonomous Driving

C. Braunagel, E. Kasneci, W. Stolzmann, and W. Rosenstiel. 18th International IEEE Conference on Intelligent Transportation Systems (ITSC 2015), 2015.

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ExCuSe: Robust Pupil Detection in Real-World Scenarios

W. Fuhl, T. C. Kübler, K. Sippel, W. Rosenstiel, and E. Kasneci. 16th International Conference on Computer Analysis of Images and Patterns (CAIP 2015), 2015.

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Arbitrarily shaped areas of interest based on gaze density gradient

W. Fuhl, T. C. Kübler, K. Sippel, W. Rosenstiel, and E. Kasneci. European Conference on Eye Movements, ECEM 2015, 2015.

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Exploiting the potential of eye movements analysis in the driving context

E. Kasneci, T. C. Kübler, C. Braunagel, W. Fuhl, W. Stolzmann, and W. Rosenstiel. 15. Internationales Stuttgarter Symposium Automobil- und Motorentechnik. Springer Fachmedien Wiesbaden, 2015.

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Eyetrace2014: Eyetracking Data Analysis Tool

K. Sippel, T. C. Kübler, W. Fuhl, G. Schievelbein, R. Rosenberg, and W. Rosenstiel. 8th International Conference on Health Informatics, Healthinf 2015, 2015.

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Analysis of eye movements with Eyetrace

T. C. Kübler, K. Sippel, W. Fuhl, G. Schievelbein, J. Aufreiter, R. Rosenberg, W. Rosenstiel, and E. Kasneci. 574: 458-471. Biomedical Engineering Systems and Technologies. Communications in Computer and Information Science (CCIS). Springer International Publishing, 2015.

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Evaluation of Failure Masking Across the Software Stack

T. Santini, P. Rech, A. Sartor, U. B., L. Carro, and F. R.. Proceedings of the 4th Workshop on Manufacturable and Dependable Multicore Architectures at Nanoscale (MEDIAN), 2015.

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Exploiting Cache Conflicts to Reduce Radiation Sensitivity of Operating Systems on Embedded Systems

T. Santini, P. Rech, L. Carro, and F. R.. Proceedings of the International Conference on Compilers, Architectures and Synthesis of Embedded Systems (CASES), 2015.

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Online Recognition of Fixations, Saccades, and Smooth Pursuits for Automated Analysis of Traffic Hazard Perception

E. Kasneci, G. Kasneci, T. C. Kübler, and W. Rosenstiel. 4: 411-434. Artificial Neural Networks - Springer Series in Bio-/Neuroinformatics (Ed. Petia Koprinkova-Hristova, Valeri Mladenov, Nikola K. Kasabov), Springer International Publishing, 2015.

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Reliability Analysis of Operating Systems for Embedded System-on-Chips

T. Santini, L. Carro, F. R., and P. Rech. Proceedings of the Conference on Radiation and Effects on Components and Systems (RADECS), 2015.

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Towards Automated Scan Pattern Analysis for Dynamic Scenes

J. Ungewiss, T. C. Kübler, D.R. Bukenberger, E. Kasneci, and U. Schiefer. The Eye, The Brain And The Auto 2015, 2015.

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Towards automated comparison of eye-tracking recordings in dynamic scenes

T. C. Kübler, D. R., J. Ungewiss, A. Wörner, C. Rothe, U. Schiefer, W. Rosenstiel, and E. Kasneci. EUVIP 2014, 2014.

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Homonymous Visual Field Loss and its Impact on Visual Exploration - A Supermarket Study

E. Kasneci, K. Sippel, K. Aehling, M. Heister, W. Rosenstiel, U. Schiefer, and E. Papageorgiou. Translational Vision Science & Technology In Press, 2014.

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Binocular Glaucomatous Visual Field Loss and Its Impact on Visual Exploration - A Supermarket Study

K. Sippel, E. Kasneci, K. Aehling, M. Heister, W. Rosenstiel, U. Schiefer, and E. Papageorgiou. PLoS ONE 9(8): e106089, 2014.

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Stress-indicators and exploratory gaze for the analysis of hazard perception in patients with visual field loss

T. C. Kübler, E. Kasneci, W. Rosenstiel, U. Schiefer, K. Nagel, and E. Papageorgiou. Transportation Research Part F: Traffic Psychology and Behaviour 24: 231 - 243, 2014.

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Rule-based classification of visual field defects

E. Kasneci, G. Kasneci, U. Schiefer, and W. Rosenstiel. 7th International Conference on Health Informatics (HEALTHINF 2014), 2014.

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SubsMatch: Scanpath Similarity in Dynamic Scenes based on Subsequence Frequencies

T. C. Kübler, E. Kasneci, and W. Rosenstiel. Proceedings of the 8th Symposium on Eye Tracking Research and Applications, ETRA 2014, pages 319-322, 2014.

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The Applicability of Probabilistic Methods to the Online Recognition of Fixations and Saccades in Dynamic Scenes

E. Kasneci, G. Kasneci, T. C. Kübler, and W. Rosenstiel. Proceedings of the 8th Symposium on Eye Tracking Research and Applications, ETRA 2014, pages 323-326, 2014.

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Driving with Binocular Visual Field Loss? A Study on a Supervised On-road Parcours with Simultaneous Eye and Head Tracking

E. Kasneci, K. Sippel, K. Aehling, M. Heister, W. Rosenstiel, U. Schiefer, and E. Papageorgiou. PLoS ONE 9(2): e87470, 2014.

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Towards the Automated Recognition of Assistance Need for Drivers with Impaired Visual Field

E. Kasneci. PhD thesis. Universität Tübingen, 2013.

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Auswirkungen des visuellen Explorationsverhaltens von Patienten mit binokularen Gesichtsfelddefekten auf alltagsrelevante Tätigkeiten - Ergebnisse der TUTOR-Studie

U. Schiefer, T. C. Kübler, M. Heister, K. Aehling, K. Sippel, E. Papageorgiou, W. Rosenstiel, and E. Tafaj. 111. DOG-Kongress, 2013.

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Online Classification of Eye Tracking Data for Automated Analysis of Traffic Hazard Perception

E. Tafaj, T. C. Kübler, G. Kasneci, W. Rosenstiel, and M. Bogdan. Artificial Neural Networks and Machine Learning (ICANN 2013), 2013.

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A New Method for Assessing the Exploratory Field of View (EFOV)

E. Tafaj, S. Hempel, M. Heister, K. Aehling, J. Dietzsch, F. Schaeffel, W. Rosenstiel, and U. Schiefer. 6th International Conference on Health Informatics, HEALTHINF 2013, 2013.

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Bayesian Online Clustering of Eye-Tracking Data

E. Tafaj, G. Kasneci, W. Rosenstiel, and M. Bogdan. Eye Tracking Research and Applications (ETRA 2012), 2012.

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Erste Ergebnisse der TUTOR-Pilotstudie: Binokulare Gesichtsfeldausfälle und deren Auswirkungen auf die visuelle Exploration

U. Schiefer, K. Sippel, M. Heister, K. Aehling, C. Heine, K. Januschowski, E. Papageorgiou, W. Rosenstiel, and E. Tafaj. Ophthalmologische Nachrichten, 09.2012, 2012.

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