Прати
Julián Tachella
Julián Tachella
CNRS research scientist at ENS de Lyon
Верификована је имејл адреса на ens-lyon.fr - Почетна страница
Наслов
Навело
Навело
Година
Real-time 3D reconstruction from single-photon lidar data using plug-and-play point cloud denoisers
J Tachella, Y Altmann, N Mellado, A Mccarthy, R Tobin, GS Buller, ...
Nature Communications 10, 2019
2212019
Advances in single-photon lidar for autonomous vehicles: Working principles, challenges, and recent advances
J Rapp, J Tachella, Y Altmann, S McLaughlin, VK Goyal
IEEE Signal Processing Magazine 37 (4), 62-71, 2020
1372020
Equivariant Imaging: Learning Beyond the Range Space
D Chen, J Tachella, ME Davies
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
1082021
Bayesian 3D reconstruction of complex scenes from single-photon lidar data
J Tachella, Y Altmann, X Ren, A McCarthy, GS Buller, S McLaughlin, ...
SIAM Journal on Imaging Sciences 12 (1), 521-550, 2019
1002019
Robust equivariant imaging: a fully unsupervised framework for learning to image from noisy and partial measurements
D Chen, J Tachella, ME Davies
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
692022
Seeing Around Corners with Edge-Resolved Transient Imaging
J Rapp, C Saunders, J Tachella, J Murray-Bruce, Y Altmann, JY Tourneret, ...
Nature Communications 11 (5929), 2020
662020
Submerged single-photon LiDAR imaging sensor used for real-time 3D scene reconstruction in scattering underwater environments
A Maccarone, K Drummond, A McCarthy, UK Steinlehner, J Tachella, ...
Optics Express 31 (10), 16690-16708, 2023
592023
The neural tangent link between CNN denoisers and non-local filters
J Tachella, J Tang, M Davies
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
36*2021
Sensing Theorems for Unsupervised Learning in Linear Inverse Problems
J Tachella, D Chen, M Davies
Journal of Machine Learning Research 24 (39), 1-45, 2023
31*2023
Imaging with equivariant deep learning: From unrolled network design to fully unsupervised learning
D Chen, M Davies, MJ Ehrhardt, CB Schönlieb, F Sherry, J Tachella
IEEE Signal Processing Magazine 40 (1), 134-147, 2023
302023
A Sketching Framework for Reduced Data Transfer in Photon Counting Lidar
MP Sheehan, J Tachella, ME Davies
IEEE Transactions on Computational Imaging, 2021
272021
Bayesian 3D Reconstruction of Subsampled Multispectral Single-photon Lidar Signals
J Tachella, Y Altmann, M Márquez, H Arguello-Fuentes, JY Tourneret, ...
IEEE Transactions on Computational Imaging, 2019
262019
Unsupervised Learning From Incomplete Measurements for Inverse Problems
J Tachella, D Chen, M Davies
NeurIPS 2022, 2022
242022
3D reconstruction using single-photon lidar data exploiting the widths of the returns
J Tachella, Y Altmann, S McLaughlin, JY Tourneret
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
202019
Robust 3d reconstruction of dynamic scenes from single-photon lidar using beta-divergences
Q Legros, J Tachella, R Tobin, A McCarthy, S Meignen, GS Buller, ...
IEEE Transactions on Image Processing 30, 1716-1727, 2020
182020
Equivariant plug-and-play image reconstruction
M Terris, T Moreau, N Pustelnik, J Tachella
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
152024
Fast surface detection in single-photon lidar waveforms
J Tachella, Y Altmann, S McLaughlin, JY Tourneret
2019 27th European Signal Processing Conference (EUSIPCO), 1-5, 2019
122019
On fast object detection using single-photon lidar data
J Tachella, Y Altmann, S McLaughlin, JY Tourneret
Wavelets and Sparsity XVIII 11138, 252-261, 2019
92019
Equivariant bootstrapping for uncertainty quantification in imaging inverse problems
J Tachella, M Pereyra
21st International Conference on Artificial Intelligence and Statistics …, 2024
72024
Self-supervised learning for image super-resolution and deblurring
J Scanvic, M Davies, P Abry, J Tachella
arXiv preprint arXiv:2312.11232, 2023
72023
Систем тренутно не може да изврши ову радњу. Пробајте поново касније.
Чланци 1–20