Paper
in
Workshop: 5th International Workshop on Event-based Vision
Event-based eye tracking. Even-based Vision Workshop 2025
Qinyu Chen · Chang Gao · Min Liu · Daniele Perrone · Yan Ru Pei · Zongwei Wu · Han Han · Bojun Cheng · Hoang M. Truong · Zheng-Jun Zha
Abstract:
This survey serves as a review for the 2025 Event-Based Eye Tracking Challenge organized as part of the 2025 CVPR event-based vision workshop. This challenge focuses on the task of predicting the pupil center by processing event camera recorded eye movement. We review and summarize the innovative methods from teams rank the top in the challenge to advance future event-based eye tracking research. In each method, accuracy, model size, and number of operations are reported. In this survey, we also discuss event-based eye tracking from the perspective of hardware design.
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