Event-Based Eye Tracking. AIS 2024 Challenge Survey

arXiv:2404.11770v1 Announce Type: new
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 …

abstract accuracy arxiv cameras center challenge cs.ai cs.cv event good processing reviews survey tracking type