E-Gaze: Gaze Estimation With Event Camera

Near-eye gaze estimation is a task that maps the recording of an eye captured by an adjacent camera to the direction of a person's gaze in space. In contrast to frame-based cameras, event cameras are characterized by high sensing rates, low latency, sparse asynchronous data outputs, and high dy...

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Bibliographic Details
Published in:IEEE transactions on pattern analysis and machine intelligence 2024-07, Vol.46 (7), p.4796-4811
Main Authors: Li, Nealson, Chang, Muya, Raychowdhury, Arijit
Format: Article
Language:English
Subjects:
Algorithms
Cameras
Data mining
Data transmission
Estimation
Event camera
extended reality (XR)
Eye movements
eye tracking
Feature extraction
gaze estimation
Gaze tracking
Pupils
Real time
Recording
Recurrent neural networks
Temporal distribution
X reality
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