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ORCIDSophie Giffard-Roisin
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2020 – today
- 2024
[j8]Lorenzo Lopez Uroz
, Yajing Yan, Alexandre Benoît, Antoine Rabatel, Sophie Giffard-Roisin, Christophe Lin-Kwong-Chon:
Using Deep Learning for Glacier Thickness Estimation at a Regional Scale. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024)- [j7]Giuseppe Costantino, Sophie Giffard-Roisin, Mauro Dalla Mura, Anne Socquet:
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. 17: 17567-17579 (2024) - [c14]Tristan Montagnon, James Hollingsworth, Erwan Pathier, Mathilde Marchandon, Mauro Dalla Mura, Sophie Giffard-Roisin:
Fast and Accurate Sub-Pixel Displacement Estimation from Optical Satellite Images Using a New Hyper-Realistic Earthquake Database and U-Net Architecture. IGARSS 2024: 5410-5414 - [i4]Giuseppe Costantino, Sophie Giffard-Roisin, Mauro Dalla Mura, Anne Socquet:
Denoising of Geodetic Time Series Using Spatiotemporal Graph Neural Networks: Application to Slow Slip Event Extraction. CoRR abs/2405.03320 (2024) - 2023
- [c13]Lorenzo Lopez Uroz, Alexandre Benoît, Yajing Yan, Christophe Lin-Kwong-Chon, Sophie Giffard-Roisin, Antoine Rabatel:
Deep learning multimodal methods for geophysical inversion : application to glacier ice thickness estimation. CBMI 2023: 140-145 - [c12]Giuseppe Costantino, Sophie Giffard-Roisin, Mauro Dalla Mura, Anne Socquet:
Characterization of Slow Slip Events from Gnss Data with Deep Learning. IGARSS 2023: 2129-2132 - [c11]Tristan Montagnon, James Hollingsworth, Erwan Pathier, Mathilde Marchandon, Mauro Dalla Mura, Sophie Giffard-Roisin:
A New Deep-Learning Approach for the Sub-Pixel Registration of Satellite Images Containing Sharp Displacement Discontinuities. IGARSS 2023: 5123-5126 - 2022
- [j6]Anna Karas, Fatima Karbou, Sophie Giffard-Roisin, Philippe Durand, Nicolas Eckert:
Automatic Color Detection-Based Method Applied to Sentinel-1 SAR Images for Snow Avalanche Debris Monitoring. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - [c10]Tristan Montagnon, James Hollingsworth, Erwan Pathier, Mathilde Marchandon, Mauro Dalla Mura, Sophie Giffard-Roisin:
Sub-pixel Optical Satellite Image Registration for Ground Deformation Using Deep Learning. ICIP 2022: 2716-2720 - [i3]Limor Gultchin, Vincent Cohen-Addad, Sophie Giffard-Roisin, Varun Kanade, Frederik Mallmann-Trenn:
Beyond Impossibility: Balancing Sufficiency, Separation and Accuracy. CoRR abs/2205.12327 (2022) - 2021
- [c9]Anna Karas, Fatima Karbou, Nicolas Eckert, Sophie Giffard-Roisin, Philippe Durand:
Monitoring Snow Avalanches Activities Inferred from Sentinel-1 SAR Images at Regional Scale. IGARSS 2021: 243-246 - 2020
- [j5]Sophie Giffard-Roisin, Mo Yang, Guillaume Charpiat, Christina Kumler-Bonfanti, Balázs Kégl, Claire Monteleoni:
Tropical Cyclone Track Forecasting Using Fused Deep Learning From Aligned Reanalysis Data. Frontiers Big Data 3: 1 (2020) - [c8]Saumya Sinha, Sophie Giffard-Roisin, Fatima Karbou, Michael Deschatres, Anna Karas, Nicolas Eckert, Cécile Coléou, Claire Monteleoni:
Variational Autoencoder Anomaly-Detection of Avalanche Deposits in Satellite SAR Imagery. CI 2020: 113-119
2010 – 2019
- 2019
- [j4]Sophie Giffard-Roisin, Herve Delingette, Thomas Jackson, Jessica Webb, Lauren Fovargue, Jack Lee, Christopher A. Rinaldi, Reza Razavi, Nicholas Ayache, Maxime Sermesant:
Transfer Learning From Simulations on a Reference Anatomy for ECGI in Personalized Cardiac Resynchronization Therapy. IEEE Trans. Biomed. Eng. 66(2): 343-353 (2019) - [i2]Sophie Giffard-Roisin, Mo Yang, Guillaume Charpiat, Christina Kumler-Bonfanti, Balázs Kégl, Claire Monteleoni:
Tropical Cyclone Track Forecasting using Fused Deep Learning from Aligned Reanalysis Data. CoRR abs/1910.10566 (2019) - 2018
- [j3]Yitian Zhou, Sophie Giffard-Roisin, Mathieu De Craene, Sorina Camarasu-Pop, Jan D'hooge, Martino Alessandrini, Denis Friboulet, Maxime Sermesant, Olivier Bernard:
A Framework for the Generation of Realistic Synthetic Cardiac Ultrasound and Magnetic Resonance Imaging Sequences From the Same Virtual Patients. IEEE Trans. Medical Imaging 37(3): 741-754 (2018) - [i1]Rubén Doste, David Soto-Iglesias, Gabriel Bernardino, Alejandro Alcaine, Rafael Sebastián, Sophie Giffard-Roisin, Maxime Sermesant, Antonio Berruezo, Damian Sánchez-Quintana, Oscar Camara:
A rule-based method to model myocardial fiber orientation in cardiac biventricular geometries with outflow tracts. CoRR abs/1809.08297 (2018) - 2017
- [b1]Sophie Giffard-Roisin:
Non-invasive Personalisation of Cardiac Electrophysiological Models from Surface Electrograms. (Personnalisation Non-invasive de Modèles Electrophysiologiques Cardiaques à Partir d'Electrogrammes Surfaciques). University of Côte d'Azur, France, 2017 - [j2]Sophie Giffard-Roisin, Thomas Jackson, Lauren Fovargue, Jack Lee, Herve Delingette, Reza Razavi, Nicholas Ayache, Maxime Sermesant:
Noninvasive Personalization of a Cardiac Electrophysiology Model From Body Surface Potential Mapping. IEEE Trans. Biomed. Eng. 64(9): 2206-2218 (2017) - [c7]Sophie Giffard-Roisin, Hervé Delingette, Thomas Jackson, Lauren Fovargue, Jack Lee, C. Aldo Rinaldi, Nicholas Ayache, Reza Razavi, Maxime Sermesant:
Sparse Bayesian Non-linear Regression for Multiple Onsets Estimation in Non-invasive Cardiac Electrophysiology. FIMH 2017: 230-238 - [c6]Èric Lluch, Rubén Doste, Sophie Giffard-Roisin, Alexandre This, Maxime Sermesant, Oscar Camara, Mathieu De Craene, Hernán G. Morales:
Smoothed Particle Hydrodynamics for Electrophysiological Modeling: An Alternative to Finite Element Methods. FIMH 2017: 333-343 - [c5]Rubén Doste, David Soto-Iglesias, Gabriel Bernardino, Rafael Sebastián, Sophie Giffard-Roisin, Rocío Cabrera Lozoya, Maxime Sermesant, Antonio Berruezo, Damian Sánchez-Quintana, Oscar Camara:
A Rule-Based Method to Model Myocardial Fiber Orientation for Simulating Ventricular Outflow Tract Arrhythmias. FIMH 2017: 344-353 - 2016
- [c4]Sebastian Ferguson, Maxime Sermesant, Samuel O. Oduneye, Sophie Giffard-Roisin, Michael V. Truong, Labonny Biswas, Nicholas Ayache, Graham A. Wright, Mihaela Pop:
Novel Framework to Integrate Real-Time MR-Guided EP Data with T1 Mapping-Based Computational Heart Models. STACOM@MICCAI 2016: 11-20 - [c3]Sophie Giffard-Roisin, Lauren Fovargue, Jessica Webb, Roch Molléro, Jack Lee, Hervé Delingette, Nicholas Ayache, Reza Razavi, Maxime Sermesant:
Estimation of Purkinje Activation from ECG: An Intermittent Left Bundle Branch Block Study. STACOM@MICCAI 2016: 135-142 - 2015
- [j1]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:
A Pipeline for the Generation of Realistic 3D Synthetic Echocardiographic Sequences: Methodology and Open-Access Database. IEEE Trans. Medical Imaging 34(7): 1436-1451 (2015) - [c2]Martino Alessandrini, Brecht Heyde, Sophie Giffard-Roisin, Herve Delingette, Maxime Sermesant, Pascal Allain, Olivier Bernard, Mathieu De Craene, Jan D'hooge:
Generation of ultra-realistic synthetic echocardiographic sequences to facilitate standardization of deformation imaging. ISBI 2015: 756-759 - 2014
- [c1]Sophie Giffard-Roisin, Stéphanie Marchesseau, Loïc Le Folgoc, Hervé Delingette, Maxime Sermesant:
Evaluation of Personalised Canine Electromechanical Models. STACOM 2014: 74-82
Coauthor Index
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