mlsanityData to 14 Oct 2026

Pupil: An Open Source Platform for Pervasive Eye Tracking and Mobile Gaze-based Interaction

arXiv 1405.0006 ↗First posted 30 Apr 2014cs.CV cs.HCcited by 43

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Abstract (arXiv)

Commercial head-mounted eye trackers provide useful features to customers in industry and research but are expensive and rely on closed source hardware and software. This limits the application areas and use of mobile eye tracking to expert users and inhibits user-driven development, customisation, and extension. In this paper we present Pupil -- an accessible, affordable, and extensible open source platform for mobile eye tracking and gaze-based interaction. Pupil comprises 1) a light-weight headset with high-resolution cameras, 2) an open source software framework for mobile eye tracking, as well as 3) a graphical user interface (GUI) to playback and visualize video and gaze data. Pupil features high-resolution scene and eye cameras for monocular and binocular gaze estimation. The software and GUI are platform-independent and include state-of-the-art algorithms for real-time pupil detection and tracking, calibration, and accurate gaze estimation. Results of a performance evaluation show that Pupil can provide an average gaze estimation accuracy of 0.6 degree of visual angle (0.08 degree precision) with a latency of the processing pipeline of only 0.045 seconds.

Key facts. Cited by 43 papers in the map (data through 14 Oct 2026). First posted on arXiv 30 Apr 2014.

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Citing papers per year: 2021: 3; 2022: 8; 2023: 6; 2024: 9; 2025: 9; 2026: 8.

43 papers.

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  1. 2024EgoExoLearn: A Dataset for Bridging Asynchronous Ego- and Exo-centric View of Procedural Activities in Real Worldcited by 95
  2. 2024Retrieval-Augmented Egocentric Video Captioningcited by 42
  3. 2021Multimodal Fusion of EMG and Vision for Human Grasp Intent Inference in Prosthetic Hand Controlcited by 13
  4. 2023An End-to-End Review of Gaze Estimation and its Interactive Applications on Handheld Mobile Devicescited by 13
  5. 2023Eye-tracked Virtual Reality: A Comprehensive Survey on Methods and Privacy Challengescited by 12
  6. 2021Where Do Deep Fakes Look? Synthetic Face Detection via Gaze Trackingcited by 9
  7. 2022EllSeg-Gen, towards Domain Generalization for head-mounted eyetrackingcited by 6
  8. 2022FreeGaze: Resource-efficient Gaze Estimation via Frequency Domain Contrastive Learningcited by 5
  9. 2022Gaze-enhanced Crossmodal Embeddings for Emotion Recognitioncited by 4
  10. 2024Involution Fused ConvNet for Classifying Eye-Tracking Patterns of Children with Autism Spectrum Disordercited by 4
  11. 2024Modeling State Shifting via Local-Global Distillation for Event-Frame Gaze Trackingcited by 4
  12. 2024PrivateGaze: Preserving User Privacy in Black-box Mobile Gaze Tracking Servicescited by 4
31 more
  1. 2022Head and eye egocentric gesture recognition for human-robot interaction using eyewear camerascited by 3
  2. 2022What's on your mind? A Mental and Perceptual Load Estimation Framework towards Adaptive In-vehicle Interaction while Drivingcited by 3
  3. 2023One step closer to EEG based eye trackingcited by 3
  4. 2024DiffGaze: A Diffusion Model for Continuous Gaze Sequence Generation on 360deg Imagescited by 2
  5. 2024Swap It Like Its Hot: Segmentation-based spoof attacks on eye-tracking imagescited by 2
  6. 2024EyeTrAES: Fine-grained, Low-Latency Eye Tracking via Adaptive Event Slicingcited by 2
  7. 2025Digitally Prototype Your Eye Tracker: Simulating Hardware Performance using 3D Synthetic Datacited by 2
  8. 2025CNeuroMod-THINGS, a densely-sampled fMRI dataset for visual neurosciencecited by 2
  9. 2022Do Smart Glasses Dream of Sentimental Visions? Deep Emotionship Analysis for Eyewear Devicescited by 1
  10. 2022Gaze-Vergence-Controlled See-Through Vision in Augmented Realitycited by 1
  11. 2024Using Deep Learning to Increase Eye-Tracking Robustness, Accuracy, and Precision in Virtual Realitycited by 1
  12. 2025High-frequency near-eye ground truth for event-based eye trackingcited by 1
  13. 2026GuideAI: A Real-time Personalized Learning Solution with Adaptive Interventionscited by 1
  14. 2021MemX: An Attention-Aware Smart Eyewear System for Personalized Moment Auto-capturecited by 0
  15. 2022Slippage-robust Gaze Tracking for Near-eye Displaycited by 0
  16. 2023An Embedded and Real-Time Pupil Detection Pipelinecited by 0
  17. 2023A temporally quantized distribution of pupil diameters as a new feature for cognitive load classificationcited by 0
  18. 2023Human Comfortability Index Estimation in Industrial Human-Robot Collaboration Taskcited by 0
  19. 2025IG-MCTS: Human-in-the-Loop Cooperative Navigation under Incomplete Informationcited by 0
  20. 2025SecureGaze: Defending Gaze Estimation Against Backdoor Attackscited by 0
  21. 2025Mind Your Vision: Multimodal Estimation of Refractive Disorders Using Electrooculography and Eye Trackingcited by 0
  22. 2025Pose-Robust Calibration Strategy for Point-of-Gaze Estimation on Mobile Phonescited by 0
  23. 2025Detecting Reading-Induced Confusion Using EEG and Eye Trackingcited by 0
  24. 2025SensHRPS: Sensing Comfortable Human-Robot Proxemics and Personal Space With Eye-Trackingcited by 0
  25. 2026An Affordable, Wearable Stereo-Eye-Tracking Platformcited by 0
  26. 2026Visual Search Patterns in 3D Pancreatic Imaging: An Eye Tracking Studycited by 0
  27. 2026MOTOR: A Multimodal Dataset for Two-Wheeler Rider Behavior Understandingcited by 0
  28. 2026GazeBehavior Annotation Toolkit (GBAT): AI-powered toolkit for automatic annotation of egocentric eye-tracking and video data of child-caregiver interactioncited by 0
  29. 2026Comparing Human Gaze and Vision-Language Model Attention in Safety-Relevant Environmentscited by 0
  30. 2026Drift Calibration in Geometric Eye Tracking Systemscited by 0
  31. 2026An Intelligent Decision Support System for Emotion Monitoring using Microscopic Fixational Dynamicscited by 0