Sub-pixel Optical Satellite Image Registration for Ground Deformation Using Deep Learning. - Tristan Montagnon; James Hollingsworth; Erwan Pathier; Mathilde Marchandon; Mauro Dalla Mura; Sophie Giffard-Roisin (ICIP, 2022)

A New Deep-Learning Approach for the Sub-Pixel Registration of Satellite Images Containing Sharp Displacement Discontinuities. - Tristan Montagnon; James Hollingsworth; Erwan Pathier; Mathilde Marchandon; Mauro Dalla Mura; Sophie Giffard-Roisin (IGARSS, 2023)

Fast and Accurate Sub-Pixel Displacement Estimation from Optical Satellite Images Using a New Hyper-Realistic Earthquake Database and U-Net Architecture. - Tristan Montagnon; James Hollingsworth; Erwan Pathier; Mathilde Marchandon; Mauro Dalla Mura; Sophie Giffard-Roisin (IGARSS, 2024)

MicroFlow: Domain-Specific Optical Flow for Ground Deformation Estimation in Seismic Events. - Juliette Bertrand; Sophie Giffard-Roisin; James Hollingsworth; Julien Mairal (CoRR, 2025)