Sophie Giffard-Roisin

31 papers B 1C 5Journal 16Unranked 8

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	GeoFlowNet-SAR: Earthquake Displacement Estimation From Synthetic Aperture Radar Images. IEEE Trans. Geosci. Remote. Sens. Junjie Wang, James Hollingsworth, Erwan Pathier, Tristan Montagnon, Wei Li, Mengmeng Zhang, Ran Tao, Jocelyn Chanussot, Sophie Giffard-Roisin
2025	J	`jnl`	GeoFlowNet: Fast and Accurate Subpixel Displacement Estimation From Optical Satellite Images Based on Deep Learning. IEEE Trans. Geosci. Remote. Sens. Tristan Montagnon, James Hollingsworth, Erwan Pathier, Mathilde Marchandon, Mauro Dalla Mura, Sophie Giffard-Roisin
2025	J	`jnl`	MicroFlow: Domain-Specific Optical Flow for Ground Deformation Estimation in Seismic Events. CoRR Juliette Bertrand, Sophie Giffard-Roisin, James Hollingsworth, Julien Mairal
2024	J	`jnl`	Denoising of Geodetic Time Series Using Spatiotemporal Graph Neural Networks: Application to Slow Slip Event Extraction. CoRR Giuseppe Costantino, Sophie Giffard-Roisin, Mauro Dalla Mura, Anne Socquet
2024	J	`jnl`	Denoising of Geodetic Time Series Using Spatiotemporal Graph Neural Networks: Application to Slow Slip Event Extraction. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Giuseppe Costantino, Sophie Giffard-Roisin, Mauro Dalla Mura, Anne Socquet
2024	J	`jnl`	Exploring Deep Learning for Volcanic Source Inversion. IEEE Trans. Geosci. Remote. Sens. Lorenzo Lopez Uroz, Yajing Yan, Alexandre Benoît, Fabien Albino, Pierre Bouygues, Sophie Giffard-Roisin, Virginie Pinel
2024	C	`conf`	Fast and Accurate Sub-Pixel Displacement Estimation from Optical Satellite Images Using a New Hyper-Realistic Earthquake Database and U-Net Architecture. IGARSS Tristan Montagnon, James Hollingsworth, Erwan Pathier, Mathilde Marchandon, Mauro Dalla Mura, Sophie Giffard-Roisin
2024	J	`jnl`	Using Deep Learning for Glacier Thickness Estimation at a Regional Scale. IEEE Geosci. Remote. Sens. Lett. Lorenzo Lopez Uroz, Yajing Yan, Alexandre Benoît, Antoine Rabatel, Sophie Giffard-Roisin, Christophe Lin-Kwong-Chon
2023	C	`conf`	A New Deep-Learning Approach for the Sub-Pixel Registration of Satellite Images Containing Sharp Displacement Discontinuities. IGARSS Tristan Montagnon, James Hollingsworth, Erwan Pathier, Mathilde Marchandon, Mauro Dalla Mura, Sophie Giffard-Roisin
2023	C	`conf`	Characterization of Slow Slip Events from Gnss Data with Deep Learning. IGARSS Giuseppe Costantino, Sophie Giffard-Roisin, Mauro Dalla Mura, Anne Socquet
2023	C	`conf`	Deep learning multimodal methods for geophysical inversion : application to glacier ice thickness estimation. CBMI Lorenzo Lopez Uroz, Alexandre Benoît, Yajing Yan, Christophe Lin-Kwong-Chon, Sophie Giffard-Roisin, Antoine Rabatel
2022	J	`jnl`	Automatic Color Detection-Based Method Applied to Sentinel-1 SAR Images for Snow Avalanche Debris Monitoring. IEEE Trans. Geosci. Remote. Sens. Anna Karas, Fatima Karbou, Sophie Giffard-Roisin, Philippe Durand, Nicolas Eckert
2022	J	`jnl`	Beyond Impossibility: Balancing Sufficiency, Separation and Accuracy. CoRR Limor Gultchin, Vincent Cohen-Addad, Sophie Giffard-Roisin, Varun Kanade, Frederik Mallmann-Trenn
2022	B	`conf`	Sub-pixel Optical Satellite Image Registration for Ground Deformation Using Deep Learning. ICIP Tristan Montagnon, James Hollingsworth, Erwan Pathier, Mathilde Marchandon, Mauro Dalla Mura, Sophie Giffard-Roisin
2021	C	`conf`	Monitoring Snow Avalanches Activities Inferred from Sentinel-1 SAR Images at Regional Scale. IGARSS Anna Karas, Fatima Karbou, Nicolas Eckert, Sophie Giffard-Roisin, Philippe Durand
2020	J	`jnl`	Tropical Cyclone Track Forecasting Using Fused Deep Learning From Aligned Reanalysis Data. Frontiers Big Data Sophie Giffard-Roisin, Mo Yang, Guillaume Charpiat, Christina Kumler-Bonfanti, Balázs Kégl, Claire Monteleoni
2020	—	`conf`	Variational Autoencoder Anomaly-Detection of Avalanche Deposits in Satellite SAR Imagery. CI Saumya Sinha, Sophie Giffard-Roisin, Fatima Karbou, Michael Deschatres, Anna Karas, Nicolas Eckert, Cécile Coléou, Claire Monteleoni
2019	J	`jnl`	Transfer Learning From Simulations on a Reference Anatomy for ECGI in Personalized Cardiac Resynchronization Therapy. IEEE Trans. Biomed. Eng. Sophie Giffard-Roisin, Herve Delingette, Thomas Jackson, Jessica Webb, Lauren Fovargue, Jack Lee, Christopher A. Rinaldi, Reza Razavi, Nicholas Ayache, Maxime Sermesant
2019	J	`jnl`	Tropical Cyclone Track Forecasting using Fused Deep Learning from Aligned Reanalysis Data. CoRR Sophie Giffard-Roisin, Mo Yang, Guillaume Charpiat, Christina Kumler-Bonfanti, Balázs Kégl, Claire Monteleoni
2018	J	`jnl`	A Framework for the Generation of Realistic Synthetic Cardiac Ultrasound and Magnetic Resonance Imaging Sequences From the Same Virtual Patients. IEEE Trans. Medical Imaging Yitian Zhou, Sophie Giffard-Roisin, Mathieu De Craene, Sorina Camarasu-Pop, Jan D'hooge, Martino Alessandrini, Denis Friboulet, Maxime Sermesant, Olivier Bernard
2018	J	`jnl`	A rule-based method to model myocardial fiber orientation in cardiac biventricular geometries with outflow tracts. CoRR Rubén Doste, David Soto-Iglesias, Gabriel Bernardino, Alejandro Alcaine, Rafael Sebastián, Sophie Giffard-Roisin, Maxime Sermesant, Antonio Berruezo, Damian Sánchez-Quintana, Oscar Camara
2017	—	`conf`	A Rule-Based Method to Model Myocardial Fiber Orientation for Simulating Ventricular Outflow Tract Arrhythmias. FIMH Rubén Doste, David Soto-Iglesias, Gabriel Bernardino, Rafael Sebastián, Sophie Giffard-Roisin, Rocío Cabrera Lozoya, Maxime Sermesant, Antonio Berruezo, Damian Sánchez-Quintana, Oscar Camara
2017	—	`—`	Non-invasive Personalisation of Cardiac Electrophysiological Models from Surface Electrograms. (Personnalisation Non-invasive de Modèles Electrophysiologiques Cardiaques à Partir d'Electrogrammes Surfaciques). Sophie Giffard-Roisin
2017	J	`jnl`	Noninvasive Personalization of a Cardiac Electrophysiology Model From Body Surface Potential Mapping. IEEE Trans. Biomed. Eng. Sophie Giffard-Roisin, Thomas Jackson, Lauren Fovargue, Jack Lee, Herve Delingette, Reza Razavi, Nicholas Ayache, Maxime Sermesant
2017	—	`conf`	Smoothed Particle Hydrodynamics for Electrophysiological Modeling: An Alternative to Finite Element Methods. FIMH Èric Lluch, Rubén Doste, Sophie Giffard-Roisin, Alexandre This, Maxime Sermesant, Oscar Camara, Mathieu De Craene, Hernán G. Morales
2017	—	`conf`	Sparse Bayesian Non-linear Regression for Multiple Onsets Estimation in Non-invasive Cardiac Electrophysiology. FIMH Sophie Giffard-Roisin, Hervé Delingette, Thomas Jackson, Lauren Fovargue, Jack Lee, C. Aldo Rinaldi, Nicholas Ayache, Reza Razavi, Maxime Sermesant
2016	—	`conf`	Estimation of Purkinje Activation from ECG: An Intermittent Left Bundle Branch Block Study. STACOM@MICCAI Sophie Giffard-Roisin, Lauren Fovargue, Jessica Webb, Roch Molléro, Jack Lee, Hervé Delingette, Nicholas Ayache, Reza Razavi, Maxime Sermesant
2016	—	`conf`	Novel Framework to Integrate Real-Time MR-Guided EP Data with T1 Mapping-Based Computational Heart Models. STACOM@MICCAI Sebastian Ferguson, Maxime Sermesant, Samuel O. Oduneye, Sophie Giffard-Roisin, Michael V. Truong, Labonny Biswas, Nicholas Ayache, Graham A. Wright, Mihaela Pop
2015	J	`jnl`	A Pipeline for the Generation of Realistic 3D Synthetic Echocardiographic Sequences: Methodology and Open-Access Database. IEEE Trans. Medical Imaging Martino Alessandrini, Mathieu De Craene, Olivier Bernard, Sophie Giffard-Roisin, Pascal Allain, Irina Wächter-Stehle, Jürgen Weese, Eric Saloux, Hervé Delingette, Maxime Sermesant, Jan D'hooge
2015	—	`conf`	Generation of ultra-realistic synthetic echocardiographic sequences to facilitate standardization of deformation imaging. ISBI Martino Alessandrini, Brecht Heyde, Sophie Giffard-Roisin, Herve Delingette, Maxime Sermesant, Pascal Allain, Olivier Bernard, Mathieu De Craene, Jan D'hooge
2014	—	`conf`	Evaluation of Personalised Canine Electromechanical Models. STACOM Sophie Giffard-Roisin, Stéphanie Marchesseau, Loïc Le Folgoc, Hervé Delingette, Maxime Sermesant