Pupil: an open source platform for pervasive eye tracking and mobile gaze-based interaction

@article{Kassner2014PupilAO,
  title={Pupil: an open source platform for pervasive eye tracking and mobile gaze-based interaction},
  author={Moritz Kassner and William Patera and Andreas Bulling},
  journal={Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication},
  year={2014}
}
  • Moritz KassnerWilliam PateraA. Bulling
  • Published 30 April 2014
  • Computer Science
  • Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication
In this paper we present Pupil -- an accessible, affordable, and extensible open source platform for pervasive eye tracking and gaze-based interaction. Pupil comprises 1) a light-weight eye tracking headset, 2) an open source software framework for mobile eye tracking, as well as 3) a graphical user interface to playback and visualize video and gaze data. Pupil features high-resolution scene and eye cameras for monocular and binocular gaze estimation. The software and GUI are platform… 

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References

SHOWING 1-10 OF 38 REFERENCES

openEyes: a low-cost head-mounted eye-tracking solution

The openEyes system is developed, an open-hardware design for a digital eye tracker that can be built from low-cost off-the-shelf components, and a set of open-source software tools for digital image capture, manipulation, and analysis in eye-tracking applications.

Robust real-time pupil tracking in highly off-axis images

This work presents a novel, real-time dark-pupil tracking algorithm that uses a Haar-like feature detector to roughly estimate the pupil location, performs a k-means segmentation on the surrounding region to refine the pupil centre, and fits an ellipse to the pupil using a novel image-aware Random Sample Concensus (RANSAC)Ellipse fitting.

Limbus/pupil switching for wearable eye tracking under variable lighting conditions

A low-cost wearable eye tracker built from off-the-shelf components that automatically switching between tracking the pupil/iris boundary in bright light to tracking the iris/sclera boundary (limbus) in dim light is presented.

Do-It-Yourself Eye Tracker: Low-Cost Pupil-Based Eye Tracker for Computer Graphics Applications

This work shows that an eye tracker of a satisfactory precision can be built in the budget of 30 euros and test the accuracy of the eye tracker reveals that its precision is comparable to commercial video-based devices.

OMG!: a new robust, wearable and affordable open source mobile gaze tracker

A novel, robust, affordable and wearable, mobile gaze tracker that takes a model-based approach to tracking gaze and maps the calculated gaze on to a scene video using a 3D printed frame.

Building a lightweight eyetracking headgear

This paper encourages an "open-source" approach to eyetracking by providing practical tips on building a lightweight eyetracker from commercially available micro-lens cameras and other parts.

A head-mounted sensor-based eye tracking device: eye touch system

In this study, a new eye tracking system, namely Eye Touch, is introduced. Eye Touch is based on an eyeglasses-like apparatus on which IrDA sensitive sensors and IrDA light sources are mounted. Using

Toward Mobile Eye-Based Human-Computer Interaction

Advances in mobile eye-tracking equipment and automated eye-movement analysis now allow for investigating eye movements during natural behavior and promise to bring eye-based interaction into people's everyday lives.

A cheap portable eye-tracker solution for common setups

This work analyzes the feasibility of a cheap eye-tracker where the hardware consists of a single webcam and a Raspberry Pi device and proposes several improvements to create a robust, real-time system which can work on a computer with 30Hz sampling rate.

Movements of the eye.

A SPECIAL CAMERA HAS BEEN DEVISED WHICH RECORDS THE MOVEMENTS OF THE EYE IN THE COURSE OF SUCH ACTIVITIES AS LOOKING AT PICTURES OR DRIVING AN AUTOMOBILE. IT REVEALS THAT THE EYE MOVES IN A SERIES OF