Publications | Justin Le Louëdec

Accepted

Beacon2Science: Enhancing STEREO/HI beacon data with machine learning for efficient CME tracking

Justin Le Louëdec, Maike Bauer, Tanja Amerstorfer, Jackie A Davies

Paper Code

In Space Weather
2025
Deep learning investigation for chess player attention prediction using eye-tracking and game data

Justin Le Louëdec, Thomas Guntz, James L Crowley, Dominique Vaufreydaz

Paper

In Proceedings of the 11th ACM Symposium on Eye Tracking Research & Applications}
2019
Key Point-Based Orientation Estimation of Strawberries for Robotic Fruit Picking

Justin Le Louëdec, Grzegorz Cielniak

Paper

In International Conference on Computer Vision Systems
2023
Gaussian map predictions for 3D surface feature localisation and counting

Justin Le Louëdec, Grzegorz Cielniak

Paper

In 32nd British Machine Vision Conference 2021, {BMVC} 2021
2021
3D shape sensing and deep learning-based segmentation of strawberries

Justin Le Louëdec, Grzegorz Cielniak

Paper

In Computers and Electronics in Agriculture
2021
Real-time detection of broccoli crops in 3D point clouds for autonomous robotic harvesting

Hector A. Montes, Justin Le Louedec, Grzegorz Cielniak, Tom Duckett

Paper

In IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
2020
Evaluation of 3D Vision Systems for Detection of Small Objects in Agricultural Environments

Justin Le Louëdec, Bo Li, Grzegorz Cielniak

Paper

In (VISIGRAPP 2020)
2020
Segmentation and Detection From Organised 3D Point Clouds: A Case Study in Broccoli Head Detection

Justin Le Louedec, Hector A. Montes, Tom Duckett, Grzegorz Cielniak

Paper

In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops
2020
Determining shape of strawberry crops with spherical harmonics

Justin Le Louëdec, Grzegorz Cielniak

Paper

In UKRAS (Robotic and autonomous systems)
2020

Preprints

Solar Transient Recognition Using Deep Learning (STRUDL) for heliospheric imager data

Maike Bauer, Justin Le Louëdec, Tanja Amerstorfer, Luke Barnard, David Barnes, Helmut Lammer

Paper

Submitted in Space Weather
2025