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Jonathan Samelson

Researcher

Jonathan Samelson obtained his Bachelor’s degree from Institut Paul Lambin (IPL), during which he participated in an Erasmus exchange program at the Dublin Institute of Technology (DIT). He graduated from UCLouvain in January 2020 where he obtained a Master’s degree in computer science with a specialization in artificial intelligence. His master’s thesis applied deep learning to the detection and tracking of railways in satellite images.

Jonathan works as a research assistant on the APTITUDE project with a particular focus on deep learning aspects.

Projects

APTITUDE

IMG

Publications

2021

link

El Khoury, Karim ; Samelson, Jonathan ; Macq, Benoît. Deep Learning-Based Object Tracking via Compressed Domain Residual Frames in Frontiers in Signal Processing

2020

link

Lauwers, Adrien ; Samelson, Jonathan ; Schaus, Pierre. Detection and tracking of railways in satellite images using deep learning - Mémoire (Thesis)