mlsanityData to 7 Oct 2026

Virtual Mirrors: Non-Line-of-Sight Imaging Beyond the Third Bounce

arXiv 2307.14341 ↗First posted 26 Jul 2023cs.CVcited by 3

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Abstract (arXiv)

Non-line-of-sight (NLOS) imaging methods are capable of reconstructing complex scenes that are not visible to an observer using indirect illumination. However, they assume only third-bounce illumination, so they are currently limited to single-corner configurations, and present limited visibility when imaging surfaces at certain orientations. To reason about and tackle these limitations, we make the key observation that planar diffuse surfaces behave specularly at wavelengths used in the computational wave-based NLOS imaging domain. We call such surfaces virtual mirrors. We leverage this observation to expand the capabilities of NLOS imaging using illumination beyond the third bounce, addressing two problems: imaging single-corner objects at limited visibility angles, and imaging objects hidden behind two corners. To image objects at limited visibility angles, we first analyze the reflections of the known illuminated point on surfaces of the scene as an estimator of the position and orientation of objects with limited visibility. We then image those limited visibility objects by computationally building secondary apertures at other surfaces that observe the target object from a direct visibility perspective. Beyond single-corner NLOS imaging, we exploit the specular behavior of virtual mirrors to image objects hidden behind a second corner by imaging the space behind such virtual mirrors, where the mirror image of objects hidden around two corners is formed. No specular surfaces were involved in the making of this paper.

Key facts. Cited by 3 papers in the map (data through 7 Oct 2026). Builds on 8 of its 51 references that are in the map. First posted on arXiv 26 Jul 2023.

Builds on

8 of 51 references.

References · 8

  1. 2018Virtual Wave Optics for Non-Line-of-Sight Imagingcited by 54
  2. 2020Non-line-of-sight Imagingcited by 41
  3. 2019Seeing Around Street Corners: Non-Line-of-Sight Detection and Tracking In-the-Wild Using Doppler Radarcited by 40
  4. 2020Real-time Non-line-of-Sight imaging of dynamic scenescited by 20
  5. 2019Recent Advances in Imaging Around Cornerscited by 17
  6. 2016Recent Advances in Transient Imaging: A Computer Graphics and Vision Perspectivecited by 12
  7. 2022Differentiable Transient Renderingcited by 8
  8. 2021Virtual Light Transport Matrices for Non-Line-Of-Sight Imagingcited by 6

Built on by

Cited by year (2026 to 7 Oct)

Citing papers per year: 2024: 1; 2025: 1; 2026: 1.

3 papers.