François Rousseau
Orcid: 0000-0001-9837-7487Affiliations:
- Telecom Bretagne
According to our database1,
François Rousseau
authored at least 93 papers
between 2002 and 2023.
Collaborative distances:
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Bibliography
2023
Semi-automatic muscle segmentation in MR images using deep registration-based label propagation.
Pattern Recognit., August, 2023
Trans. Mach. Learn. Res., 2023
Morphological analysis of ankle shorts bones of children with cerebral palsy: a comparative study.
Proceedings of the Medical Imaging 2023: Image Processing, 2023
Proceedings of the Twelfth International Conference on Image Processing Theory, 2023
Proceedings of the 31st European Signal Processing Conference, 2023
2022
IEEE Trans. Medical Imaging, 2022
Learnable Variational Models for the Reconstruction of Sea Surface Currents Using Ais Data Streams: A Case Study on the Sicily Channel.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
2021
Unsupervised Reconstruction of Sea Surface Currents from AIS Maritime Traffic Data Using Trainable Variational Models.
Remote. Sens., 2021
Pattern Recognit., 2021
Joint Interpolation and Representation Learning for Irregularly Sampled Satellite-Derived Geophysical Fields.
Frontiers Appl. Math. Stat., 2021
Abdominal multi-organ segmentation with cascaded convolutional and adversarial deep networks.
Artif. Intell. Medicine, 2021
End-to-End Learning of Variational Models and Solvers for the Resolution of Interpolation Problems.
Proceedings of the IEEE International Conference on Acoustics, 2021
Unsupervised Reconstruction of Sea Surface Currents from AIS Maritime Traffic Data Using Learnable Variational Models.
Proceedings of the IEEE International Conference on Acoustics, 2021
2020
Joint learning of variational representations and solvers for inverse problems with partially-observed data.
CoRR, 2020
A fast and memory-efficient algorithm for smooth interpolation of polyrigid transformations: application to human joint tracking.
CoRR, 2020
SegSRGAN: Super-resolution and segmentation using generative adversarial networks - Application to neonatal brain MRI.
Comput. Biol. Medicine, 2020
2019
End-to-end learning of energy-based representations for irregularly-sampled signals and images.
CoRR, 2019
Comput. Medical Imaging Graph., 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Multilabel, Multiscale Topological Transformation for Cerebral MRI Segmentation Post-processing.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2019
Hierarchical Approach for Neonate Cerebellum Segmentation from MRI: An Experimental Study.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2019
Simultaneous Super-Resolution and Segmentation Using a Generative Adversarial Network: Application to Neonatal Brain MRI.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Unbiased Longitudinal Brain Atlas Creation Using Robust Linear Registration And Log-Euclidean Framework For Diffeomorphisms.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Learning Differential Transport Operators for the Joint Super-Resolution of Sea Surface Tracers and Prediction of Subgrid-Scale Features.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Temporal resolution enhancement of dynamic MRI sequences within a motion-based framework.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Global Perturbation of Initial Geometry in a Biomechanical Model of Cortical Morphogenesis.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
2018
An iterative multi-atlas patch-based approach for cortex segmentation from neonatal MRI.
Comput. Medical Imaging Graph., 2018
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
2017
A discriminative feature selection approach for shape analysis: Application to fetal brain cortical folding.
Medical Image Anal., 2017
Scale-adaptive supervoxel-based random forests for liver tumor segmentation in dynamic contrast-enhanced CT scans.
Int. J. Comput. Assist. Radiol. Surg., 2017
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Hierarchical multi-scale supervoxel matching using random forests for automatic semi-dense abdominal image registration.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
2016
Joint Interpolation of Multisensor Sea Surface Temperature Fields Using Nonlocal and Statistical Priors.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
Patch-based augmentation of Expectation-Maximization for brain MRI tissue segmentation at arbitrary age after premature birth.
NeuroImage, 2016
Random forests on hierarchical multi-scale supervoxels for liver tumor segmentation in dynamic contrast-enhanced CT scans.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Convolutional Neural Networks for object recognition on mobile devices: A case study.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
2015
Semi-automatic Liver Tumor Segmentation in Dynamic Contrast-Enhanced CT Scans Using Random Forests and Supervoxels.
Proceedings of the Machine Learning in Medical Imaging - 6th International Workshop, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
2014
A Unified Approach to Diffusion Direction Sensitive Slice Registration and 3-D DTI Reconstruction From Moving Fetal Brain Anatomy.
IEEE Trans. Medical Imaging, 2014
Spatially adapted augmentation of age-specific atlas-based segmentation using patch-based priors.
Proceedings of the Medical Imaging 2014: Image Processing, 2014
Unsupervised white matter fiber tracts clustering methodology with application on brain MRI data.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
2013
Probabilistic tractography using Q-ball imaging and particle filtering: Application to adult and in-utero fetal brain studies.
Medical Image Anal., 2013
Comput. Methods Programs Biomed., 2013
On the estimation and correction of bias in local atrophy estimations using example atrophy simulations.
Comput. Medical Imaging Graph., 2013
A supervised patch-based image reconstruction technique: Application to brain MRI super-resolution.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2012
Mapping directionality specific volume changes using tensor based morphometry: An application to the study of gyrogenesis and lateralization of the human fetal brain.
NeuroImage, 2012
2011
IEEE Trans. Medical Imaging, 2011
Bias Field Inconsistency Correction of Motion-Scattered Multislice MRI for Improved 3D Image Reconstruction.
IEEE Trans. Medical Imaging, 2011
Pattern Recognit., 2011
SLIMMER: SLIce MRI motion estimation and reconstruction tool for studies of fetal anatomy.
Proceedings of the Medical Imaging 2011: Image Processing, 2011
Proceedings of the Medical Imaging 2011: Image Processing, 2011
Spatiotemporal Morphometry of Adjacent Tissue Layers with Application to the Study of Sulcal Formation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011
Data-Driven Cortex Segmentation in Reconstructed Fetal MRI by Using Structural Constraints.
Proceedings of the Computer Analysis of Images and Patterns, 2011
2010
Intersection Based Motion Correction of Multislice MRI for 3-D in Utero Fetal Brain Image Formation.
IEEE Trans. Medical Imaging, 2010
A spatiotemporal atlas of MR intensity, tissue probability and shape of the fetal brain with application to segmentation.
NeuroImage, 2010
Medical Image Anal., 2010
Medical Image Anal., 2010
Reconstruction of a geometrically correct diffusion tensor image of a moving human fetal brain.
Proceedings of the Medical Imaging 2010: Image Processing, 2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Measures for Characterizing Directionality Specific Volume Changes in TBM of Brain Growth.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
2009
Statistical model of laminar structure for atlas-based segmentation of the fetal brain from in utero MR images.
Proceedings of the Medical Imaging 2009: Image Processing, 2009
Use of Simulated Atrophy for Performance Analysis of Brain Atrophy Estimation Approaches.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
A Spatio-temporal Atlas of the Human Fetal Brain with Application to Tissue Segmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009
2008
Atlas-Based Segmentation of the Germinal Matrix from in Utero Clinical MRI of the Fetal Brain.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
An a contrario approach for outliers segmentation: Application to Multiple Sclerosis in MRI.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Intersection based registration of slice stacks to form 3D images of the human fetal brain.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
2006
IEEE Trans. Medical Imaging, 2006
IEEE Trans. Medical Imaging, 2006
An ISO-surface folding analysis method applied to premature neonatal brain development.
Proceedings of the Medical Imaging 2006: Image Processing, 2006
2005
Confhusius: A robust and fully automatic calibration method for 3D freehand ultrasound.
Medical Image Anal., 2005
Evaluation of sub-voxel registration accuracy between MRI and 3D MR spectroscopy of the brain.
Proceedings of the Medical Imaging 2005: Image Processing, 2005
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
2003
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003
Proceedings of the 2003 International Conference on Image Processing, 2003
2002
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002