mlsanityData to 7 Oct 2026

Imaging for All-Day Wearable Smart Glasses

arXiv 2504.13060 ↗First posted 17 Apr 2025cs.CVcited by 6

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Abstract (arXiv)

In recent years smart glasses technology has rapidly advanced, opening up entirely new areas for mobile computing. We expect future smart glasses will need to be all-day wearable, adopting a small form factor to meet the requirements of volume, weight, fashionability and social acceptability, which puts significant constraints on the space of possible solutions. Additional challenges arise due to the fact that smart glasses are worn in arbitrary environments while their wearer moves and performs everyday activities. In this paper, we systematically analyze the space of imaging from smart glasses and derive several fundamental limits that govern this imaging domain. We discuss the impact of these limits on achievable image quality and camera module size -- comparing in particular to related devices such as mobile phones. We then propose a novel distributed imaging approach that allows to minimize the size of the individual camera modules when compared to a standard monolithic camera design. Finally, we demonstrate the properties of this novel approach in a series of experiments using synthetic data as well as images captured with two different prototype implementations.

Key facts. Cited by 6 papers in the map (data through 7 Oct 2026). Builds on 15 of its 57 references that are in the map. First posted on arXiv 17 Apr 2025.

Builds on

15 of 57 references.

References · 15

  1. 2020RAFT: Recurrent All-Pairs Field Transforms for Optical Flowcited by 2,385
  2. 2016ORB-SLAM2: an Open-Source SLAM System for Monocular, Stereo and RGB-D Camerascited by 801
  3. 2021NeRF in the Dark: High Dynamic Range View Synthesis from Noisy Raw Imagescited by 336
  4. 2023Project Aria: A New Tool for Egocentric Multi-Modal AI Researchcited by 201
  5. 2019Image Super-Resolution by Neural Texture Transfercited by 119
  6. 2019Handheld Multi-Frame Super-Resolutioncited by 85
  7. 2021Deep Burst Super-Resolutioncited by 83
  8. 2021Robust Reference-based Super-Resolution via C2-Matchingcited by 68
  9. 2019Handheld Mobile Photography in Very Low Lightcited by 56
  10. 2021Dual-Camera Super-Resolution with Aligned Attention Modulescited by 33
  11. 2022Reference-based Video Super-Resolution Using Multi-Camera Video Tripletscited by 19
  12. 2015Locally Non-rigid Registration for Mobile HDR Photographycited by 18
3 more
  1. 2023Thin On-Sensor Nanophotonic Array Camerascited by 13
  2. 2021Attention-based Multi-Reference Learning for Image Super-Resolutioncited by 12
  3. 2019Analyzing the Use of Camera Glasses in the Wildcited by 3

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Cited by year (2026 to 7 Oct)

Citing papers per year: 2025: 3; 2026: 3.

6 papers.