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Eberhard-Karls-Universität Tübingen
Wilhelm-Schickard Institut für Informatik
Lehrstuhl Technische Informatik
Sand 14, C206
72076 Tübingen
Telefon: +49 (7071) 29-70492
E-Mail: fuhl
Sprechstunde: nach Vereinbarung
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Kontakt-Formular
- Praktikum „programmieren mobiler Eingebetteter Systeme", WS14/15, WS15/16, WS16/17
- Programmierprojekt „Drahloses Informations- und Aktionssystem“, SS14, SS15, SS16
- Betreuung der Übung und Erstellung der Übungsblatter für die erste Vorlesung von „Eye Movements and Visual Perception“ WS14/15
- Seminar: „Machine Learning and Artificial Neural Networks in Biomedical Applications“, WS14/15
- Zusammenstellung aller Themen für Seminar: „Computational models of visual attention“, SS15
- Pro Seminar: „Technische Anwendungen der Informatik: Hard- und Software aktueller Eye-Tracking-Systeme“, SS16
- Seminar: „Computational models of visual attention“, SS16
 Alle Publikationen im BibTex-Format
2019- W. Fuhl, W. Rosenstiel, E. Kasneci
 500,000 images closer to eyelid and pupil segmentation
International Conference on Computer Analysis of Images and Patterns (CAIP 2019) - Wolfgang Fuhl, Efe Bozkir, Benedikt Hosp, Nora Castner, David Geisler, Thiago C. Santini, Enkelejda Kasneci
Encodji: Encoding Gaze Data Into Emoji Space for an Amusing Scanpath Classification Approach ;)
Eye Tracking Research and Applications - Wolfgang Fuhl, Nora Castner, Thomas Kübler, Alexander Lotz, Wolfgang Rosenstiel, Enkelejda Kasneci
Ferns for area of interest free scanpath classification
ACM Symposium on Eye Tracking Research & Applications, ETRA 2019 - Wolfgang Fuhl
 Image-based extraction of eye features for robust eye tracking
University Tübingen (phd thesis) - W. Fuhl, E. Kasneci
Learning to validate the quality of detected landmarks
Proceedings of the 2019 SPIE International Conference on Machine Vision (ICMV) - B. Hosp, S. Evazi, M. Maurer, W.Fuhl, E. Kasneci
RemoteEye: An Open Source remote Eye Tracker
Behaviour Research Methods, - W. Fuhl, D. Geisler, W. Rosenstiel, E. Kasneci
The applicability of Cycle GANs for pupil and eyelid segmentation, data generation and image refinement
Proceedings of the 2019 IEEE International Conference of Computer Vision Workshops (ICCVW EPIC)
2018 September 2018 - Wolfgang Fuhl, Thomas Kuebler, Thiago Santini, Enkelejda Kasneci
Automatic generation of saliency-based areas of interest
Symposium on Vision, Modeling and Visualization (VMV) - Wolfgang Fuhl, Enkelejda Kasneci
Eye movement velocity and gaze data generator for evaluation, robustness testing and assess of eye tracking software and visualization tools
Poster @ Egocentric Perception, Interaction and Computing Workshop (EPIC@ECCV) - Wolfgang Fuhl, Nora Castner, Enkelejda Kasneci
Histogram of oriented velocities for eye movement detection
Workshop on Modeling Cognitive Processes from Multimodal Data (MCPMD'18 ) - Wolfgang Fuhl, Nora Castner, Lin Zhuang, Markus Holzer, Wolfgang Rosenstiel, Enkelejda
Kasneci
MAM: Transfer learning for fully automatic
video annotation and specialized detector
creation
Egocentric Perception, Interaction and Computing Workshop (EPIC@ECCV) - Wolfgang Fuhl, Nora Castner, Enkelejda Kasneci
Rule-based learning for eye movement type detection
Workshop on Modeling Cognitive Processes from Multimodal Data (MCPMD'18 )
Juni 2018 - W. Fuhl, S. Eivazi, B. Hosp, A. Eivazi, W. Rosenstiel, E. Kasneci
BORE: Boosted-oriented edge optimization for robust, real time remote pupil center detection
ACM Symposium on Eye Tracking Research & Applications - W. Fuhl, D. Geisler, T. Santini, T. Appel, W. Rosenstiel, E. Kasneci
CBF:Circular binary features for robust and real-time pupil center detection
ACM Symposium on Eye Tracking Research & Applications - T. Santini, W. Fuhl, E. Kasneci
PuReST: Robust Pupil Tracking for Real-Time Pervasive Eye Tracking
Proceedings of the 2018 ACM Symposium on Eye Tracking Research & Applications (ETRA) - W. Fuhl, T.Kuebler, H. Brinkmann, R. Rosenberg, W. Rosenstiel, E. Kasneci
Region of interest generation algorithms for eye tracking data
Third Workshop on Eye Tracking and Visualization (ETVIS), in conjunction with ACM ETRA
Mai 2018 - T. Santini, W. Fuhl, E. Kasneci
PuRe: Robust Pupil Detection for Real-Time Pervasive Eye Tracking
Elsevier Computer Vision and Image Understanding, To Appear
2017 2017 - S. Eivazi, A. Hafez, W. Fuhl, H. Afkari, E. Kasneci, M. Lehecka, R. Bednarik
Optimal eye movement strategies: a comparison of neurosurgeons gaze patterns when using a surgical microscope
Acta Neurochirurgica, 159 (6), p.959–966
November 2017 - W. Fuhl, T. Santini, G. Kasneci, E. Kasneci
PupilNet v2.0: Convolutional Neural Networks for Robust Pupil Detection
CoRR,
Mai 2017 - T. Santini, W. Fuhl, E. Kasneci
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 - W. Fuhl, T. C. Kübler, D. Hospach, O. Bringmann, W. Rosenstiel, E. Kasneci
Ways of improving the precision of eye tracking data: Controlling the influence of dirt and dust on pupil detection
Journal of Eye Movement Research, 10 (3)
März 2017 - W. Fuhl, T. Santini, E. Kasneci
Fast and Robust Eyelid Outline and Aperture Detection in Real-World Scenarios
IEEE Winter Conference on Applications of Computer Vision (WACV 2017) - Shahram Eivazi, Michael Slupina, Wolfgang Fuhl, Hoorieh Afkari, Ahmad Hafez, Enkelejda Kasneci
Towards automatic skill evaluation in microsurgery
Proceedings of the 22st International Conference on Intelligent User Interfaces, IUI 2017, ACM - Shahram Eivazi, Wolfgang Fuhl, Enkelejda Kasneci
Towards Intelligent Surgical Microscopes: Surgeons’ Gaze and Instrument Tracking
Proceedings of the 22st International Conference on Intelligent User Interfaces, IUI 2017, ACM
Februar 2017 - W. Fuhl, T. Santini, D. Geisler, T. Kübler, E. Kasneci
EyeLad: Remote Eye Tracking Image Labeling Tool
12th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - T. Santini, W. Fuhl, D. Geisler, E. Kasneci
EyeRecToo: Open-Source Software for Real-Time Pervasive Head-Mounted Eye-Tracking
12th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - D. Geisler, W. Fuhl, T. Santini, E. Kasneci
Saliency Sandbox: Bottom-Up Saliency Framework
12th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017)
Publikationen ohne Monatsangabe 2017 - Wolfgang Fuhl, Thiago Santini, Enkelejda Kasneci
Fast camera focus estimation for gaze-based focus control
CoRR,
2016 Dezember 2016 - W. Fuhl, T. Santini, C. Reichert, D. Claus, A. Herkommer, H.
Bahmani, K. Rifai, S. Wahl, E. Kasneci
Non-Intrusive Practitioner Pupil Detection for Unmodified Microscope Oculars
Elsevier Computers in Biology and Medicine, 79, p.36–44
Oktober 2016 - T.C. Kübler, W. Fuhl, R. Rosenberg, W. Rosenstiel, E. Kasneci
Novel methods for analysis and visualization of saccade trajectories
ECCV Workshop VISART 2016
September 2016 - W. Fuhl, D. Geisler, T. Santini, E. Kasneci
Evaluation of State-of-the-Art Pupil Detection Algorithms on Remote Eye Images
ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct publication -- PETMEI 2016 - W. Fuhl, T. Santini, D. Geisler, T. Kübler, W. Rosenstiel, E. Kasneci
Eyes Wide Open? Eyelid Location and Eye Aperture Estimation for Pervasive Eye Tracking in Real-World Scenarios
ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct publication -- PETMEI 2016 - H. Bahmani, W. Fuhl, E. Gutierrez, E. Kasneci, S. Wahl
Feature-based attentional influences on the accommodation response
Vision Sciences Society Annual Meeting Abstract
Juni 2016 - Wolfgang Fuhl, Marc Tonsen, Andreas Bulling, Enkelejda Kasneci
Pupil detection for head-mounted eye tracking in the wild: An evaluation of the state of the art
Machine Vision and Applications, p.1-14 - W. Fuhl, T. Santini, G. Kasneci, E. Kasneci
PupilNet: Convolutional Neural Networks for Robust Pupil Detection
CoRR,
März 2016 - T. Santini, W. Fuhl, T. Kübler, E. Kasneci
Bayesian Identification of Fixations, Saccades, and Smooth Pursuits
Proceedings of the Ninth Biennial ACM Symposium on Eye Tracking Research & Applications (ETRA), p.163--170 - W. Fuhl, T. Santini, T. Kübler, E. Kasneci
ElSe: Ellipse Selection for Robust Pupil Detection in Real-World Environments
Proceedings of the Ninth Biennial ACM Symposium on Eye Tracking Research & Applications (ETRA), p.123--130
Februar 2016 - T. Santini, W. Fuhl, T. C. Kübler, E. Kasneci
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), Vol.3: VISAPP, p.386--391
2015 September 2015 - W. Fuhl, T. C. Kübler, K. Sippel, W. Rosenstiel, E. Kasneci
ExCuSe: Robust Pupil Detection in Real-World Scenarios
16th International Conference on Computer Analysis of Images and Patterns (CAIP 2015)
August 2015 - W. Fuhl, T. C. Kübler, K. Sippel, W. Rosenstiel, E. Kasneci
Arbitrarily shaped areas of interest based on gaze density gradient
European Conference on Eye Movements, ECEM 2015
März 2015 - E. Kasneci, T.C. Kübler, C. Braunagel, W. Fuhl, W. Stolzmann, W. Rosenstiel
Exploiting the potential of eye movements analysis in the driving context
15. Internationales Stuttgarter Symposium Automobil- und Motorentechnik, Springer Fachmedien Wiesbaden
Januar 2015 - K. Sippel, T.C. Kübler, W. Fuhl, G. Schievelbein, R. Rosenberg, W. Rosenstiel [Best paper award]
Eyetrace2014: Eyetracking Data Analysis Tool
8th International Conference on Health Informatics, Healthinf 2015
Publikationen ohne Monatsangabe 2015 - T. C. Kübler, K. Sippel, W. Fuhl, G. Schievelbein, J. Aufreiter, R. Rosenberg, W. Rosenstiel, E. Kasneci
Analysis of eye movements with Eyetrace
Biomedical Engineering Systems and Technologies. Communications in Computer and Information Science (CCIS). Springer International Publishing
- Vein extraction and eye rotation determination
- EyeTrace CUDA extesion
- 3D Eyeball generation based on vein motion
Vein extraction and eye rotation determination
The first step is setting up an recording environment with fixed subject position. This
environment is used for data acquisition with predefined head rotations of the subjects. Based on this data an algorithm has to be developed measuring the eyeball rotation of the subject. The resulting angle is then compared and validated based on the head rotation.
EyeTrace CUDA extesion
EyeTrace is a software for gaze data visualization and analysis. Due to the increasing amount of data these visualizations need more computation time. In this thesis existing visualizations should be implemented using CUDA for GPU computations. Additionally this includes a data storage model making it possible to shift the data between the GPU and the host computer.
Due to the fact that nowadays not all computers have a CUDA capable card the modul should also allow CPU computations. This should be determined automatically by the module.
3D Eyeball generation based on vein motion
The first step is robust feature extraction. This can be done using SURF, SIFT, BRISK
or MSER features if sufficient. Those features have to be mapped on features found in
consecutive images. Based on the displacement a 3D model has to be computed. This model is used afterwards for gaze position estimation.
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