activity
20192024
most citedReal-time 3D reconstruction from single-photon lidar data using plug-and-play point cloud denoisers

246 citations · 280 across the 5 of their papers we have counts for

collaborators

5 papers

eess.IV2024

A Plug-and-Play Algorithm for 3D Video Super-Resolution of Single-Photon LiDAR data

Alice Ruget, Lewis Wilson, Jonathan Leach +5

Single-photon avalanche diodes (SPADs) are advanced sensors capable of detecting individual photons and recording their arrival times with picosecond resolution using time-correlat…

eess.IV2023★ 13 cited

3D Target Detection and Spectral Classification for Single-photon LiDAR Data

Mohamed Amir Alaa Belmekki, Jonathan Leach, Rachael Tobin +3

3D single-photon LiDAR imaging has an important role in many applications. However, full deployment of this modality will require the analysis of low signal to noise ratio target r…

eess.IV2021

Fast Task-Based Adaptive Sampling for 3D Single-Photon Multispectral Lidar Data

Mohamed Amir Alaa Belmekki, Rachael Tobin, Gerald S. Buller +2

3D single-photon LiDAR imaging plays an important role in numerous applications. However, long acquisition times and significant data volumes present a challenge to LiDAR imaging.…

eess.IV2020★ 21 cited

Robust 3D reconstruction of dynamic scenes from single-photon lidar using Beta-divergences

Quentin Legros, Julian Tachella, Rachael Tobin +6

In this paper, we present a new algorithm for fast, online 3D reconstruction of dynamic scenes using times of arrival of photons recorded by single-photon detector arrays. One of t…

eess.IV2019★ 246 cited

Real-time 3D reconstruction from single-photon lidar data using plug-and-play point cloud denoisers

Julián Tachella, Yoann Altmann, Nicolas Mellado +5

Single-photon lidar has emerged as a prime candidate technology for depth imaging through challenging environments. Until now, a major limitation has been the significant amount of…