Julián Tachella

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

Julián Tachella, Yoann Altmann, Nicolas Mellado et al. · Nature Communications · 2019 · 224 citations · Full text

Advances in Single-Photon Lidar for Autonomous Vehicles: Working Principles, Challenges, and Recent Advances

Joshua Rapp, Julián Tachella, Yoann Altmann et al. · IEEE Signal Processing Magazine · 2020 · 150 citations

Photonics, Single-photon Lidar, Machine Vision +15

Submerged single-photon LiDAR imaging sensor used for real-time 3D scene reconstruction in scattering underwater environments

Aurora Maccarone, Kristofer Drummond, Aongus McCarthy et al. · Optics Express · 2023 · 99 citations · Full text

Underwater Environments, Photonics, Photonic Sensor +15

Bayesian 3D Reconstruction of Complex Scenes from Single-Photon Lidar Data

Julián Tachella, Yoann Altmann, Ximing Ren et al. · SIAM Journal on Imaging Sciences · 2019 · 94 citations · Full text

Robust Equivariant Imaging: a fully unsupervised framework for learning to image from noisy and partial measurements

Dongdong Chen, Julián Tachella, Mike E. Davies · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 49 citations

Image Reconstruction, Convolutional Neural Network, Engineering +25