Sophie Giffard-Roisin

Orcid: 0000-0001-5606-145X

According to our database1, Sophie Giffard-Roisin authored at least 23 papers between 2014 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Using Deep Learning for Glacier Thickness Estimation at a Regional Scale.
IEEE Geosci. Remote. Sens. Lett., 2024

2023
A New Deep-Learning Approach for the Sub-Pixel Registration of Satellite Images Containing Sharp Displacement Discontinuities.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Characterization of Slow Slip Events from Gnss Data with Deep Learning.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Deep learning multimodal methods for geophysical inversion : application to glacier ice thickness estimation.
Proceedings of the 20th International Conference on Content-based Multimedia Indexing, 2023

2022
Automatic Color Detection-Based Method Applied to Sentinel-1 SAR Images for Snow Avalanche Debris Monitoring.
IEEE Trans. Geosci. Remote. Sens., 2022

Beyond Impossibility: Balancing Sufficiency, Separation and Accuracy.
CoRR, 2022

Sub-pixel Optical Satellite Image Registration for Ground Deformation Using Deep Learning.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2021
Monitoring Snow Avalanches Activities Inferred from Sentinel-1 SAR Images at Regional Scale.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020
Tropical Cyclone Track Forecasting Using Fused Deep Learning From Aligned Reanalysis Data.
Frontiers Big Data, 2020

Variational Autoencoder Anomaly-Detection of Avalanche Deposits in Satellite SAR Imagery.
Proceedings of the CI 2020: 10th International Conference on Climate Informatics, 2020

2019
Transfer Learning From Simulations on a Reference Anatomy for ECGI in Personalized Cardiac Resynchronization Therapy.
IEEE Trans. Biomed. Eng., 2019

2018
A Framework for the Generation of Realistic Synthetic Cardiac Ultrasound and Magnetic Resonance Imaging Sequences From the Same Virtual Patients.
IEEE Trans. Medical Imaging, 2018

A rule-based method to model myocardial fiber orientation in cardiac biventricular geometries with outflow tracts.
CoRR, 2018

2017
Non-invasive Personalisation of Cardiac Electrophysiological Models from Surface Electrograms. (Personnalisation Non-invasive de Modèles Electrophysiologiques Cardiaques à Partir d'Electrogrammes Surfaciques).
PhD thesis, 2017

Noninvasive Personalization of a Cardiac Electrophysiology Model From Body Surface Potential Mapping.
IEEE Trans. Biomed. Eng., 2017

Smoothed Particle Hydrodynamics for Electrophysiological Modeling: An Alternative to Finite Element Methods.
Proceedings of the Functional Imaging and Modelling of the Heart, 2017

Sparse Bayesian Non-linear Regression for Multiple Onsets Estimation in Non-invasive Cardiac Electrophysiology.
Proceedings of the Functional Imaging and Modelling of the Heart, 2017

A Rule-Based Method to Model Myocardial Fiber Orientation for Simulating Ventricular Outflow Tract Arrhythmias.
Proceedings of the Functional Imaging and Modelling of the Heart, 2017

2016
Estimation of Purkinje Activation from ECG: An Intermittent Left Bundle Branch Block Study.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2016

Novel Framework to Integrate Real-Time MR-Guided EP Data with T1 Mapping-Based Computational Heart Models.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2016

2015
A Pipeline for the Generation of Realistic 3D Synthetic Echocardiographic Sequences: Methodology and Open-Access Database.
IEEE Trans. Medical Imaging, 2015

Generation of ultra-realistic synthetic echocardiographic sequences to facilitate standardization of deformation imaging.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

2014
Evaluation of Personalised Canine Electromechanical Models.
Proceedings of the Statistical Atlases and Computational Models of the Heart - Imaging and Modelling Challenges, 2014


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