Pupil Tracking
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Benchmarks
INI-30
Most implemented
Locating Objects Without Bounding Boxes
Retina : Low-Power Eye Tracking with Event Camera and Spiking Hardware
Half-sibling regression meets exoplanet imaging: PSF modeling and subtraction using a flexible, domain knowledge-driven, causal framework
Real-time Pupil Tracking from Monocular Video for Digital Puppetry
Papers
Realizing Fully-Integrated, Low-Power, Event-Based Pupil Tracking with Neuromorphic Hardware
Eye tracking is fundamental to numerous applications, yet achieving robust, high-frequency tracking with ultra-low power consumption remains challenging for wearable platforms. While event-based vision sensors offer micr…
Event-based visionPupil TrackingEyeTrAES: Fine-grained, Low-Latency Eye Tracking via Adaptive Event Slicing
Eye-tracking technology has gained significant attention in recent years due to its wide range of applications in human-computer interaction, virtual and augmented reality, and wearable health. Traditional RGB camera-bas…
DescriptivePupil TrackingMODEL&CO: Exoplanet detection in angular differential imaging by learning across multiple observations
Direct imaging of exoplanets is particularly challenging due to the high contrast between the planet and the star luminosities, and their small angular separation. In addition to tailored instrumental facilities implemen…
DiversityPupil TrackingSensitivityA Framework for Pupil Tracking with Event Cameras
Saccades are extremely rapid movements of both eyes that occur simultaneously, typically observed when an individual shifts their focus from one object to another. These movements are among the swiftest produced by human…
Event-based visionobject-detectionObject DetectionPupil TrackingUsing Deep Learning to Increase Eye-Tracking Robustness, Accuracy, and Precision in Virtual Reality
Algorithms for the estimation of gaze direction from mobile and video-based eye trackers typically involve tracking a feature of the eye that moves through the eye camera image in a way that covaries with the shifting ga…
Pupil TrackingRetina : Low-Power Eye Tracking with Event Camera and Spiking Hardware
This paper introduces a neuromorphic methodology for eye tracking, harnessing pure event data captured by a Dynamic Vision Sensor (DVS) camera. The framework integrates a directly trained Spiking Neuron Network (SNN) reg…
Pupil DetectionPupil Tracking