Seeing the World through Your Eyes
Not on the map. Why?
Abstract (arXiv)
The reflective nature of the human eye is an underappreciated source of information about what the world around us looks like. By imaging the eyes of a moving person, we can collect multiple views of a scene outside the camera's direct line of sight through the reflections in the eyes. In this paper, we reconstruct a 3D scene beyond the camera's line of sight using portrait images containing eye reflections. This task is challenging due to 1) the difficulty of accurately estimating eye poses and 2) the entangled appearance of the eye iris and the scene reflections. Our method jointly refines the cornea poses, the radiance field depicting the scene, and the observer's eye iris texture. We further propose a simple regularization prior on the iris texture pattern to improve reconstruction quality. Through various experiments on synthetic and real-world captures featuring people with varied eye colors, we demonstrate the feasibility of our approach to recover 3D scenes using eye reflections.
Key facts. Cited by 5 papers in the map (data through 7 Oct 2026). Builds on 30 of its 62 references that are in the map. First posted on arXiv 15 Jun 2023.
Builds on
30 of 62 references.
References · 30
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18 more
- 2021Dynamic View Synthesis from Dynamic Monocular Videocited by 420
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Built on by
Citing papers per year: 2025: 3; 2026: 2.
5 papers.
- 2025FlatTrack: Eye-tracking with ultra-thin lensless camerascited by 3
- 2025Digitally Prototype Your Eye Tracker: Simulating Hardware Performance using 3D Synthetic Datacited by 2
- 2025ViewMask-1-to-3: Multi-View Consistent Image Generation via Multimodal Discrete Diffusion Modelscited by 1
- 2026HiFiGaze: Improving Eye Tracking Accuracy Using Screen Content Knowledgecited by 0
- 2026Reflection-aware Generative Novel View Synthesiscited by 0
- 2026Reflection-aware Generative Novel View Synthesis4 Sep 2026
- 2026HiFiGaze: Improving Eye Tracking Accuracy Using Screen Content Knowledge20 Mar 2026
- 2025ViewMask-1-to-3: Multi-View Consistent Image Generation via Multimodal Discrete Diffusion Models16 Dec 2025
- 2025Digitally Prototype Your Eye Tracker: Simulating Hardware Performance using 3D Synthetic Data20 Mar 2025
- 2025FlatTrack: Eye-tracking with ultra-thin lensless cameras26 Jan 2025