EyeLinks: Methods to compute reliable stereo mappings used for eye gaze tracking

Moayad Mokatren; Tsvi Kuflik; Ilan Shimshoni

doi:10.1145/3379156.3391354

EyeLinks: Methods to compute reliable stereo mappings used for eye gaze tracking

Moayad Mokatren, Tsvi Kuflik, Ilan Shimshoni

Department of Information Systems

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

We present methods for extracting corneal images and estimating pupil centers continuously and reliably using head worn glasses that consists of two eye cameras. An existing CNN was modified for detecting pupils in IR and RGB images, and stereo vision together with 2D and 3D models are used. We confirm the feasibility of the proposed methods through user study results, which show that the methods can be used in future real gaze estimation systems.

Original language	English
Title of host publication	Proceedings ETRA 2020 Short Papers - ACM Symposium on Eye Tracking Research and Applications, ETRA 2020
Editors	Stephen N. Spencer
Publisher	Association for Computing Machinery
ISBN (Electronic)	9781450371346
DOIs	https://doi.org/10.1145/3379156.3391354
State	Published - 6 Feb 2020
Event	2020 ACM Symposium on Eye Tracking Research and Applications, ETRA 2020 - Stuttgart, Germany Duration: 2 Jun 2020 → 5 Jun 2020

Publication series

Name	Eye Tracking Research and Applications Symposium (ETRA)

Conference

Conference	2020 ACM Symposium on Eye Tracking Research and Applications, ETRA 2020
Country/Territory	Germany
City	Stuttgart
Period	2/06/20 → 5/06/20

Bibliographical note

Publisher Copyright:
© 2020 ACM.

Keywords

Corneal Imaging
Gaze Estimation
Mapping Transformation

ASJC Scopus subject areas

Computer Vision and Pattern Recognition
Human-Computer Interaction
Ophthalmology
Sensory Systems

Access to Document

10.1145/3379156.3391354

Cite this

Mokatren, M., Kuflik, T., & Shimshoni, I. (2020). EyeLinks: Methods to compute reliable stereo mappings used for eye gaze tracking. In S. N. Spencer (Ed.), Proceedings ETRA 2020 Short Papers - ACM Symposium on Eye Tracking Research and Applications, ETRA 2020 Article 20 (Eye Tracking Research and Applications Symposium (ETRA)). Association for Computing Machinery. https://doi.org/10.1145/3379156.3391354

Mokatren, Moayad ; Kuflik, Tsvi ; Shimshoni, Ilan. / EyeLinks : Methods to compute reliable stereo mappings used for eye gaze tracking. Proceedings ETRA 2020 Short Papers - ACM Symposium on Eye Tracking Research and Applications, ETRA 2020. editor / Stephen N. Spencer. Association for Computing Machinery, 2020. (Eye Tracking Research and Applications Symposium (ETRA)).

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title = "EyeLinks: Methods to compute reliable stereo mappings used for eye gaze tracking",

abstract = "We present methods for extracting corneal images and estimating pupil centers continuously and reliably using head worn glasses that consists of two eye cameras. An existing CNN was modified for detecting pupils in IR and RGB images, and stereo vision together with 2D and 3D models are used. We confirm the feasibility of the proposed methods through user study results, which show that the methods can be used in future real gaze estimation systems.",

keywords = "Corneal Imaging, Gaze Estimation, Mapping Transformation",

author = "Moayad Mokatren and Tsvi Kuflik and Ilan Shimshoni",

note = "Publisher Copyright: {\textcopyright} 2020 ACM.; 2020 ACM Symposium on Eye Tracking Research and Applications, ETRA 2020 ; Conference date: 02-06-2020 Through 05-06-2020",

year = "2020",

month = feb,

day = "6",

doi = "10.1145/3379156.3391354",

language = "English",

series = "Eye Tracking Research and Applications Symposium (ETRA)",

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Mokatren, M , Kuflik, T & Shimshoni, I 2020, EyeLinks: Methods to compute reliable stereo mappings used for eye gaze tracking. in SN Spencer (ed.), Proceedings ETRA 2020 Short Papers - ACM Symposium on Eye Tracking Research and Applications, ETRA 2020., 20, Eye Tracking Research and Applications Symposium (ETRA), Association for Computing Machinery, 2020 ACM Symposium on Eye Tracking Research and Applications, ETRA 2020, Stuttgart, Germany, 2/06/20. https://doi.org/10.1145/3379156.3391354

EyeLinks: Methods to compute reliable stereo mappings used for eye gaze tracking. / Mokatren, Moayad ; Kuflik, Tsvi ; Shimshoni, Ilan.
Proceedings ETRA 2020 Short Papers - ACM Symposium on Eye Tracking Research and Applications, ETRA 2020. ed. / Stephen N. Spencer. Association for Computing Machinery, 2020. 20 (Eye Tracking Research and Applications Symposium (ETRA)).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Shimshoni, Ilan

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Y1 - 2020/2/6

N2 - We present methods for extracting corneal images and estimating pupil centers continuously and reliably using head worn glasses that consists of two eye cameras. An existing CNN was modified for detecting pupils in IR and RGB images, and stereo vision together with 2D and 3D models are used. We confirm the feasibility of the proposed methods through user study results, which show that the methods can be used in future real gaze estimation systems.

AB - We present methods for extracting corneal images and estimating pupil centers continuously and reliably using head worn glasses that consists of two eye cameras. An existing CNN was modified for detecting pupils in IR and RGB images, and stereo vision together with 2D and 3D models are used. We confirm the feasibility of the proposed methods through user study results, which show that the methods can be used in future real gaze estimation systems.

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M3 - Conference contribution

AN - SCOPUS:85085731939

T3 - Eye Tracking Research and Applications Symposium (ETRA)

BT - Proceedings ETRA 2020 Short Papers - ACM Symposium on Eye Tracking Research and Applications, ETRA 2020

A2 - Spencer, Stephen N.

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Y2 - 2 June 2020 through 5 June 2020

ER -

Mokatren M , Kuflik T , Shimshoni I. EyeLinks: Methods to compute reliable stereo mappings used for eye gaze tracking. In Spencer SN, editor, Proceedings ETRA 2020 Short Papers - ACM Symposium on Eye Tracking Research and Applications, ETRA 2020. Association for Computing Machinery. 2020. 20. (Eye Tracking Research and Applications Symposium (ETRA)). doi: 10.1145/3379156.3391354

EyeLinks: Methods to compute reliable stereo mappings used for eye gaze tracking

Abstract

Publication series

Conference

Bibliographical note

Keywords

ASJC Scopus subject areas

Access to Document

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