Deep Non-line-of-sight Imaging from Under-scanning Measurements

Y Li, Y Zhang, J Ye, F Xu… - Advances in Neural …, 2024 - proceedings.neurips.cc
Active confocal non-line-of-sight (NLOS) imaging has successfully enabled seeing around
corners relying on high-quality transient measurements. However, acquiring spatial-dense …

Non-line-of-sight imaging with signal superresolution network

J Wang, X Liu, L Xiao, Z Shi… - Proceedings of the …, 2023 - openaccess.thecvf.com
Abstract Non-line-of-sight (NLOS) imaging aims at reconstructing the location, shape,
albedo, and surface normal of the hidden object around the corner with measured transient …

Weak non-line-of-sight target echoes extraction without accumulation

T Li, Y Luo, K Zhao, S Xia, Y Liu, H Ma, G Ren… - Optics Express, 2023 - opg.optica.org
Non-line-of-sight (NLOS) technology has been rapidly developed in recent years, allowing
us to visualize or localize hidden objects by analyzing the returned photons, which is …

Plug-and-Play Algorithms for Dynamic Non-line-of-sight Imaging

J Ye, Y Hong, X Su, X Yuan, F Xu - ACM Transactions on Graphics, 2024 - dl.acm.org
Non-line-of-sight (NLOS) imaging has the ability to recover 3D images of scenes outside the
direct line of sight, which is of growing interest for diverse applications. Despite the …

Multi‐scale Iterative Model‐guided Unfolding Network for NLOS Reconstruction

X Su, Y Hong, J Ye, F Xu, X Yuan - Computer Graphics Forum, 2023 - Wiley Online Library
Abstract Non‐line‐of‐sight (NLOS) imaging can reconstruct hidden objects by analyzing
diffuse reflection of relay surfaces, and is potentially used in autonomous driving, medical …

Physics-constrained deep-inverse point spread function model: toward non-line-of-sight imaging reconstruction

S Wu, C Huang, J Lin, T Wang, S Zheng… - Advanced Photonics …, 2024 - spiedigitallibrary.org
Non-line-of-sight (NLOS) imaging has emerged as a prominent technique for reconstructing
obscured objects from images that undergo multiple diffuse reflections. This imaging method …

Curvature regularization for non-line-of-sight imaging from under-sampled data

R Ding, J Ye, Q Gao, F Xu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Non-line-of-sight (NLOS) imaging aims to reconstruct the three-dimensional hidden scenes
by using time-of-flight photon information after multiple diffuse reflections. The under …

Non-line-of-sight reconstruction via structure sparsity regularization

D Huang, Q Chen, Z Wei, R Chen - Optics Letters, 2023 - opg.optica.org
Non-line-of-sight (NLOS) imaging allows for the imaging of objects around a corner, which
enables potential applications in various fields, such as autonomous driving, robotic vision …

Few-shot Non-line-of-sight Imaging with Signal-surface Collaborative Regularization

X Liu, J Wang, L Xiao, X Fu, L Qiu… - Proceedings of the …, 2023 - openaccess.thecvf.com
The non-line-of-sight imaging technique aims to reconstruct targets from multiply reflected
light. For most existing methods, dense points on the relay surface are raster scanned to …

Enhancing active steady-state non-line-of-sight recognition via a guided generative adversarial framework

R Liang, X Luo, B Zhao, J Yang, Y Cao - Optics & Laser Technology, 2025 - Elsevier
In this paper, we present an enhanced active steady-state non-line-of-sight (NLOS)
recognition solution that leverages a guided generative adversarial learning framework …