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Event-Based Eye Tracking. AIS 2024 Challenge Survey

PORTO@Iris

Abstract

This survey reviews the AIS 2024 Event-Based Eye Tracking (EET) Challenge. The task of the challenge focuses on processing eye movement recorded with event cameras and predicting the pupil center of the eye. The challenge emphasizes efficient eye tracking with event cameras to achieve good task accuracy and efficiency trade-off. During the challenge period, 38 participants registered for the Kaggle competition, and 8 teams submitted a challenge factsheet. The novel and diverse methods from the submitted factsheets are reviewed and analyzed in this survey to advance future event-based eye tracking research.

Authors 39

  1. University of Science and Technology of China · University of Zurich · ETH Zurich · Institute of Neuroinformatics

    Affiliation as printed

    Institute of Neuroinformatics , University of Zurich and ETH Zurich

    University of Science and Technology of China

  2. Delft University of Technology

    Affiliation as printed

    Delft University of Technology

  3. University of Würzburg

    Affiliation as printed

    University of Würzburg

  4. University of Würzburg

    Affiliation as printed

    University of Würzburg

  5. University of Würzburg

    Affiliation as printed

    University of Würzburg

  6. University of Zurich · ETH Zurich · Institute of Neuroinformatics

    Affiliation as printed

    Institute of Neuroinformatics , University of Zurich and ETH Zurich

  7. Qinyu Chen Aachen

    Leiden University · University of Zurich · ETH Zurich · Institute of Neuroinformatics

    Affiliation as printed

    Institute of Neuroinformatics , University of Zurich and ETH Zurich

    Leiden University

  8. University of Science and Technology of China

    Affiliation as printed

    University of Science and Technology of China

  9. University of Science and Technology of China

    Affiliation as printed

    University of Science and Technology of China

  10. University of Science and Technology of China

    Affiliation as printed

    University of Science and Technology of China

  11. University of Science and Technology of China

    Affiliation as printed

    University of Science and Technology of China

  12. University of Science and Technology of China

    Affiliation as printed

    University of Science and Technology of China

  13. University of Science and Technology of China

    Affiliation as printed

    University of Science and Technology of China

  14. University of Science and Technology of China · University of Zurich · ETH Zurich · Institute of Neuroinformatics

    Affiliation as printed

    Institute of Neuroinformatics , University of Zurich and ETH Zurich

    University of Science and Technology of China

  15. University of Science and Technology of China

    Affiliation as printed

    University of Science and Technology of China

  16. University of Science and Technology of China

    Affiliation as printed

    University of Science and Technology of China

  17. University of Science and Technology of China

    Affiliation as printed

    University of Science and Technology of China

  18. Allen Institute for Brain Science

    Affiliation as printed

    Brainchip Inc

  19. Allen Institute for Brain Science

    Affiliation as printed

    Brainchip Inc

  20. Allen Institute for Brain Science

    Affiliation as printed

    Brainchip Inc

  21. Allen Institute for Brain Science

    Affiliation as printed

    Brainchip Inc

  22. University of Hong Kong

    Affiliation as printed

    The University of Hong Kong

  23. University of Hong Kong

    Affiliation as printed

    The University of Hong Kong

  24. University of Hong Kong

    Affiliation as printed

    The University of Hong Kong

  25. Politecnico di Torino

    Affiliation as printed

    Polytechnic of Turin

  26. Politecnico di Torino

    Affiliation as printed

    Polytechnic of Turin

  27. Politecnico di Torino

    Affiliation as printed

    Polytechnic of Turin

  28. Delft University of Technology

    Affiliation as printed

    Delft University of Technology

  29. The Hong Kong University of Science and Technology (Guangzhou)

    Affiliation as printed

    The Hong Kong University of Science and Technology (Guangzhou )

  30. The Hong Kong University of Science and Technology (Guangzhou)

    Affiliation as printed

    The Hong Kong University of Science and Technology (Guangzhou )

  31. The Hong Kong University of Science and Technology (Guangzhou)

    Affiliation as printed

    The Hong Kong University of Science and Technology (Guangzhou )

  32. Georgia Institute of Technology

    Affiliation as printed

    Georgia Institute of Technology

  33. Georgia Institute of Technology

    Affiliation as printed

    Georgia Institute of Technology

  34. Georgia Institute of Technology

    Affiliation as printed

    Georgia Institute of Technology

  35. Georgia Institute of Technology

    Affiliation as printed

    Georgia Institute of Technology

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