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

by Benedikt Hosp, Shahram Eivazi, Maximilian Maurer, Woflgang Fuhl, David Geisler, and Enkelejda Kasneci

In Behavior Research Methods. Springer, 2020.

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@article{hospBRM2020RemoteEye, author = {Hosp, Benedikt and Eivazi, Shahram and Maurer, Maximilian and Fuhl, Woflgang and Geisler, David and Kasneci, Enkelejda}, title = {RemoteEye: An open-source high-speed remote eye tracker}, journal = {Behavior Research Methods}, year = {2020}, month = {mar}, publisher = {Springer}, related = {chair/team/benedikt-hosp,chair/team/shahram-eivazi,chair/team/wolfgang-fuhl,chair/team/david-geisler,chair/team/enkelejda-kasneci}, month_numeric = {3} }

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

by S. Eivazi, T. Santini, A. Keshavarzi, T. C. Kübler, and A. Mazzei

In Proceedings of the 2019 ACM Symposium on Eye Tracking Research & Applications (ETRA) – To Appear, 2019.

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@inproceedings{STATAJune2019, author = {Eivazi, S. and Santini, T. and Keshavarzi, A. and Kübler, T. C. and Mazzei, A.}, title = {Improving Real-Time CNN-Based Pupil Detection Through Domain-Specific Data Augmentation}, booktitle = {Proceedings of the 2019 ACM Symposium on Eye Tracking Research & Applications (ETRA) – To Appear}, year = {2019}, month = {jun}, related = {chair/team/shahram-eivazi,chair/team/thiago-santini,chair/team/thomas-kuebler,chair/team/enkelejda-kasneci}, month_numeric = {6} }

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An Inconspicuous and Modular Head-Mounted Eye Tracker

by S. Eivazi, T. Kübler, T. Santini, and E. Kasneci

In Proceedings of the 2018 ACM Symposium on Eye Tracking Research & Applications (ETRA) , 2018.

[BIB]

@inproceedings{AIAMH2018, author = {Eivazi, S. and Kübler, T. and Santini, T. and Kasneci, E.}, title = {An Inconspicuous and Modular Head-Mounted Eye Tracker}, booktitle = {Proceedings of the 2018 ACM Symposium on Eye Tracking Research & Applications (ETRA) }, year = {2018}, month = {jun}, related = {chair/team/enkelejda-kasneci,chair/team/thiago-santini,chair/team/shahram-eivazi,chair/team/thomas-kuebler}, month_numeric = {6} }

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

by W. Fuhl, S. Eivazi, B. Hosp, A. Eivazi, W. Rosenstiel, and E. Kasneci

In Eye Tracking Research and Applications, ETRA, 2018.

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@inproceedings{ETRA2018FuhlW, author = {Fuhl, W. and Eivazi, S. and Hosp, B. and Eivazi, A. and Rosenstiel, W. and Kasneci, E.}, title = {BORE: Boosted-oriented edge optimization for robust, real time remote pupil center detection}, booktitle = {Eye Tracking Research and Applications, ETRA}, year = {2018}, related = {chair/team/enkelejda-kasneci,chair/team/shahram-eivazi,chair/team/wolfgang-fuhl,chair/team/benedikt-hosp} }

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

by N. Castner, S. Eivazi, K. Scheiter, and E. Kasneci

In Eye Tracking Enhanced Learning (ETEL2017), 2017.

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@inproceedings{NSKE092017, author = {Castner, N. and Eivazi, S. and Scheiter, K. and Kasneci, E.}, title = {Using Eye Tracking to Evaluate and Develop Innovative Teaching Strategies for Fostering Image Reading Skills of Novices in Medical Training}, booktitle = {Eye Tracking Enhanced Learning (ETEL2017)}, year = {2017}, month = {sep}, related = {chair/team/nora-castner,chair/team/shahram-eivazi,chair/team/enkelejda-kasneci}, month_numeric = {9} }

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Towards Intelligent Surgical Microscopes: Surgeons Gaze and Instrument Tracking

by Shahram Eivazi, Wolfgang Fuhl, and Enkelejda Kasneci

In Proceedings of the 22st International Conference on Intelligent User Interfaces, IUI 2017. ACM, 2017.

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@inproceedings{0320170, author = {Eivazi, Shahram and Fuhl, Wolfgang and Kasneci, Enkelejda}, title = {Towards Intelligent Surgical Microscopes: Surgeons Gaze and Instrument Tracking}, booktitle = {Proceedings of the 22st International Conference on Intelligent User Interfaces, IUI 2017}, publisher = {ACM}, year = {2017}, month = {mar}, related = {chair/team/enkelejda-kasneci,chair/team/wolfgang-fuhl,chair/team/shahram-eivazi}, month_numeric = {3} }

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Towards automatic skill evaluation in microsurgery

by Shahram Eivazi, Michael Slupina, Wolfgang Fuhl, Hoorieh Afkari, Ahmad Hafez, and Enkelejda Kasneci

In Proceedings of the 22st International Conference on Intelligent User Interfaces, IUI 2017. ACM, 2017.

[PDF] [BIB]

@inproceedings{032017, author = {Eivazi, Shahram and Slupina, Michael and Fuhl, Wolfgang and Afkari, Hoorieh and Hafez, Ahmad and Kasneci, Enkelejda}, title = {Towards automatic skill evaluation in microsurgery}, booktitle = {Proceedings of the 22st International Conference on Intelligent User Interfaces, IUI 2017}, publisher = {ACM}, year = {2017}, month = {mar}, related = {chair/team/enkelejda-kasneci,chair/team/wolfgang-fuhl,chair/team/shahram-eivazi}, month_numeric = {3} }

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

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

In Acta Neurochirurgica, 2017.

[PDF] [BIB]

@article{ACTNEURO2017, author = {Eivazi, S. and Hafez, A. and Fuhl, W. and Afkari, H. and Kasneci, E. and Lehecka, M. and Bednarik, R.}, title = {Optimal eye movement strategies: a comparison of neurosurgeons gaze patterns when using a surgical microscope}, journal = {Acta Neurochirurgica}, year = {2017}, related = {chair/team/enkelejda-kasneci,chair/team/wolfgang-fuhl,chair/team/shahram-eivazi} }

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

by T. C. Kübler, S. Eivazi, and E. Kasneci

In MICCAI 15 Workshop on Interventional Microscopy, 2015.

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@inproceedings{TSE102015, author = {Kübler, T. C. and Eivazi, S. and Kasneci, E.}, title = {Automated Visual Scanpath Analysis Reveals the Expertise Level of Micro-neurosurgeons}, booktitle = {MICCAI 15 Workshop on Interventional Microscopy}, year = {2015}, month = {oct}, related = {chair/team/enkelejda-kasneci,chair/team/shahram-eivazi,chair/team/thomas-kuebler}, month_numeric = {10} }

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Intelligent Surgical Microscope

Head-mounted eye tracking offers remarkable opportunities for research and applications regarding pervasive health monitoring, mental state inference, and human computer interaction in dynamic scenarios. Although a plethora of software for the acquisition of eye-tracking data exists, they often exhibit critical issues when pervasive eye tracking is considered, e.g., closed source, costly eye tracker hardware dependencies, and requiring a human supervisor for calibration. In this paper, we introduce EyeRecToo, an open-source software for real-time pervasive head-mounted eye-tracking. Out of the box, EyeRecToo offers multiple real-time state-of-the-art pupil detection and gaze estimation methods, which can be easily replaced by user implemented algorithms if desired. A novel calibration method that allows users to calibrate the system without the assistance of a human supervisor is also integrated. Moreover, this software supports multiple head-mounted eye-tracking hardware, records eye and scene videos, and stores pupil and gaze information, which are also available as a real-time stream. Thus, EyeRecToo serves as a framework to quickly enable pervasive eye-tracking research and applications.

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