Julián Tachella - Concepedia

Author

Julián Tachella

Heriot-Watt University ORCID

Also Known As

J. Tachella, Julian A. Tachella, Julian Tachella, Julin Tachella, Julián Tachella, Tachella, Julian, Tachella, Julián

Publications

855

Citations

H-Index

Concepts

All Affiliations

Heriot-Watt University University of Edinburgh Université Toulouse-I-Capitole Université Toulouse - Jean Jaurès Université Toulouse III - Paul Sabatier

About

Julián Tachella is an author at Heriot-Watt University specializing in engineering, machine vision, and computer vision.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	6	6	356
2	Health Sciences	2	2	81
3	Biomedical Imaging	2	2	81
4	Natural Sciences	1	1	16
5	Data Science	1	1	49

Julián Tachella

Publications

712

Citations

H-Index

Page 1

	Year	Citations
Real-time 3D reconstruction from single-photon lidar data using plug-and-play point cloud denoisers Julián Tachella, Yoann Altmann, Nicolas Mellado, Nature Communications	2019	224
Advances in Single-Photon Lidar for Autonomous Vehicles: Working Principles, Challenges, and Recent Advances Joshua Rapp, Julián Tachella, Yoann Altmann, IEEE Signal Processing Magazine PhotonicsSingle-photon LidarMachine VisionIndividual PhotonsEngineering	2020	150
Submerged single-photon LiDAR imaging sensor used for real-time 3D scene reconstruction in scattering underwater environments Aurora Maccarone, Kristofer Drummond, Aongus McCarthy, Optics Express Underwater EnvironmentsPhotonicsPhotonic SensorEngineeringTime-of-flight Imaging	2023	99
Bayesian 3D Reconstruction of Complex Scenes from Single-Photon Lidar Data Julián Tachella, Yoann Altmann, Ximing Ren, SIAM Journal on Imaging Sciences	2019	94
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) Image ReconstructionConvolutional Neural NetworkEngineeringMachine LearningAutoencoders	2022	49
Imaging With Equivariant Deep Learning: From unrolled network design to fully unsupervised learning Dongdong Chen, Mike E. Davies, Matthias J. Ehrhardt, IEEE Signal Processing Magazine Convolutional Neural NetworkEngineeringMachine LearningEquivariant Deep LearningAutoencoders	2023	32
Equivariant Plug-and-Play Image Reconstruction Matthieu Terris, Thomas Moreau, Nelly Pustelnik,	2024	22
3D Reconstruction Using Single-photon Lidar Data Exploiting the Widths of the Returns Julián Tachella, Yoann Altmann, Stephen McLaughlin, Impulse ResponseEngineeringPoint Cloud ProcessingDepth MapPoint Cloud	2019	16
Robust 3D Reconstruction of Dynamic Scenes From Single-Photon Lidar Using Beta-Divergences Quentin Legros, Julián Tachella, Rachael Tobin, IEEE Transactions on Image Processing	2020	16
On fast object detection using single-photon lidar data Julián Tachella, Yoann Altmann, Stephen McLaughlin, 3D Computer VisionPhotonicsFast Object DetectionImage AnalysisMachine Vision	2019	10

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