François Rousseau

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 52

Top Topics

Tumor Segmentation

Top Venues

Comput. Medical Imaging Graph.

Publications

Vivien Kraus, Guillaume Dollé, Margaux Alloux, Gauthier Loron, Nathalie Bednarek, Jonathan Beck, François Rousseau, Nicolas Passat
SLAM - A thin-client for interoperable annotation and biomedical signal handling. SoftwareX 27 (2024)
Zhengyang Lan, Mathieu Lempereur, Gwenael Gueret, Laetitia Houx, Marine Cacioppo, Christelle Pons, Johanne Mensah, Olivier Rémy-Néris, Abdeldjalil Aïssa-El-Bey, François Rousseau, Sylvain Brochard
Towards a diagnostic tool for neurological gait disorders in childhood combining 3D gait kinematics and deep learning. Comput. Biol. Medicine 171 (2024)
Pierre-Henri Conze, Gustavo Andrade-Miranda, Yannick Le Meur, Emilie Cornec-Le Gall, François Rousseau
Dual-task kidney MR segmentation with transformers in autosomal-dominant polycystic kidney disease. Comput. Medical Imaging Graph. 113 (2024)
Guillaume Morel, Lucas Drumetz, Simon Benaïchouche, Nicolas Courty, François Rousseau
Turning Normalizing Flows into Monge Maps with Geodesic Gaussian Preserving Flows. Trans. Mach. Learn. Res. 2023 (2023)
Nathan Decaux, Pierre-Henri Conze, Juliette Ropars, Xinyan He, Frances T. Sheehan, Christelle Pons, Douraied Ben Salem, Sylvain Brochard, François Rousseau
Semi-automatic muscle segmentation in MR images using deep registration-based label propagation. Pattern Recognit. 140 (2023)
Chloé Mercier, Sylvain Faisan, Alexandre Pron, Nadine Girard, Guillaume Auzias, Thierry Chonavel, François Rousseau
Retrospective motion estimation for fetal brain MRI. IPTA (2023)
Sarah Reynaud, Adrien Merlini, Douraied Ben Salem, François Rousseau
EEG Source Imaging by Supervised Learning. EUSIPCO (2023)
Yue Cheng, Rodolphe Bailly, Bhushan Borotikar, Claire Scavinner-Dorval, Benjamin Fouquet, Douraied Ben Salem, Sylvain Brochard, François Rousseau
Morphological analysis of ankle shorts bones of children with cerebral palsy: a comparative study. Medical Imaging: Image Processing (2023)
Guillaume Morel, Lucas Drumetz, Nicolas Courty, François Rousseau, Simon Benaïchouche
Turning Normalizing Flows into Monge Maps with Geodesic Gaussian Preserving Flows. CoRR (2022)
Antoine Legouhy, François Rousseau, Christian Barillot, Olivier Commowick
An Iterative Centroid Approach for Diffeomorphic Online Atlasing. IEEE Trans. Medical Imaging 41 (9) (2022)
Simon Benaïchouche, C. Le Goff, Brahim Boussidi, François Rousseau, Ronan Fablet
Learnable Variational Models for the Reconstruction of Sea Surface Currents Using Ais Data Streams: A Case Study on the Sicily Channel. IGARSS (2022)
Ronan Fablet, Maxime Beauchamp, Lucas Drumetz, François Rousseau
Joint Interpolation and Representation Learning for Irregularly Sampled Satellite-Derived Geophysical Fields. Frontiers Appl. Math. Stat. 7 (2021)
Simon Benaïchouche, Clément Le Goff, Yann Guichoux, François Rousseau, Ronan Fablet
Unsupervised Reconstruction of Sea Surface Currents from AIS Maritime Traffic Data Using Learnable Variational Models. ICASSP (2021)
Pierre-Henri Conze, Ali Emre Kavur, Emilie Cornec-Le Gall, Naciye Sinem Gezer, Yannick Le Meur, M. Alper Selver, François Rousseau
Abdominal multi-organ segmentation with cascaded convolutional and adversarial deep networks. Artif. Intell. Medicine 117 (2021)
Jimmy Francky Randrianasoa, Pierre Cettour-Janet, Camille Kurtz, Eric Desjardin, Pierre Gançarski, Nathalie Bednarek, François Rousseau, Nicolas Passat
Supervised quality evaluation of binary partition trees for object segmentation. Pattern Recognit. 111 (2021)
Simon Benaïchouche, Clément Le Goff, Yann Guichoux, François Rousseau, Ronan Fablet
Unsupervised Reconstruction of Sea Surface Currents from AIS Maritime Traffic Data Using Trainable Variational Models. Remote. Sens. 13 (16) (2021)
Ronan Fablet, Lucas Drumetz, François Rousseau
End-to-End Learning of Variational Models and Solvers for the Resolution of Interpolation Problems. ICASSP (2021)
François Rousseau, Lucas Drumetz, Ronan Fablet
Residual Networks as Flows of Diffeomorphisms. J. Math. Imaging Vis. 62 (3) (2020)
Ronan Fablet, Lucas Drumetz, François Rousseau
Joint learning of variational representations and solvers for inverse problems with partially-observed data. CoRR (2020)
Ronan Fablet, Bertrand Chapron, Lucas Drumetz, Étienne Mémin, Olivier Pannekoucke, François Rousseau
Learning Variational Data Assimilation Models and Solvers. CoRR (2020)
Karim Makki, Bhushan Borotikar, Marc Garetier, Sylvain Brochard, Douraied Ben Salem, François Rousseau
A fast and memory-efficient algorithm for smooth interpolation of polyrigid transformations: application to human joint tracking. CoRR (2020)
Quentin Delannoy, Chi-Hieu Pham, Clément Cazorla, Carlos Tor-Díez, Guillaume Dollé, Hélène Meunier, Nathalie Bednarek, Ronan Fablet, Nicolas Passat, François Rousseau
SegSRGAN: Super-resolution and segmentation using generative adversarial networks - Application to neonatal brain MRI. Comput. Biol. Medicine 120 (2020)
Pierre-Henri Conze, Ali Emre Kavur, Emilie Cornec-Le Gall, Naciye Sinem Gezer, Yannick Le Meur, M. Alper Selver, François Rousseau
Abdominal multi-organ segmentation with cascaded convolutional and adversarial deep networks. CoRR (2020)
Ronan Fablet, Julien Le Sommer, J. M. Molines, Lucas Drumetz, François Rousseau, Bertrand Chapron
Learning Differential Transport Operators for the Joint Super-Resolution of Sea Surface Tracers and Prediction of Subgrid-Scale Features. IGARSS (2019)
Antoine Legouhy, Olivier Commowick, François Rousseau, Christian Barillot
Unbiased Longitudinal Brain Atlas Creation Using Robust Linear Registration And Log-Euclidean Framework For Diffeomorphisms. ISBI (2019)
Chi-Hieu Pham, Carlos Tor-Díez, Hélène Meunier, Nathalie Bednarek, Ronan Fablet, Nicolas Passat, François Rousseau
Simultaneous Super-Resolution and Segmentation Using a Generative Adversarial Network: Application to Neonatal Brain MRI. ISBI (2019)
Antoine Legouhy, Olivier Commowick, François Rousseau, Christian Barillot
Online Atlasing Using an Iterative Centroid. MICCAI (3) (2019)
Chi-Hieu Pham, Carlos Tor-Díez, Hélène Meunier, Nathalie Bednarek, Ronan Fablet, Nicolas Passat, François Rousseau
Multiscale brain MRI super-resolution using deep 3D convolutional networks. Comput. Medical Imaging Graph. 77 (2019)
Xiaoyu Wang, Amine Bohi, Mariam Al Harrach, Mickaël Dinomais, Julien Lefèvre, François Rousseau
On early brain folding patterns using biomechanical growth modeling. EMBC (2019)
Ronan Fablet, Lucas Drumetz, François Rousseau
End-to-end learning of energy-based representations for irregularly-sampled signals and images. CoRR (2019)
Amine Bohi, Xiaoyu Wang, Mariam Al Harrach, Mickaël Dinomais, François Rousseau, Julien Lefèvre
Global Perturbation of Initial Geometry in a Biomechanical Model of Cortical Morphogenesis. CoRR (2019)
Carlos Tor-Díez, Chi-Hieu Pham, Hélène Meunier, Sylvain Faisan, Isabelle Bloch, Nathalie Bednarek, Nicolas Passat, François Rousseau
Evaluation of cortical segmentation pipelines on clinical neonatal MRI data. EMBC (2019)
Amine Bohi, Xiaoyu Wang, Mariam Al Harrach, Mickaël Dinomais, François Rousseau, Julien Lefèvre
Global Perturbation of Initial Geometry in a Biomechanical Model of Cortical Morphogenesis. EMBC (2019)
Pierre Cettour-Janet, Gilles Valette, Laurent Lucas, Hélène Meunier, Gauthier Loron, Nathalie Bednarek, François Rousseau, Nicolas Passat
Hierarchical Approach for Neonate Cerebellum Segmentation from MRI: An Experimental Study. ISMM (2019)
Carlos Tor-Díez, Sylvain Faisan, Loïc Mazo, Nathalie Bednarek, Hélène Meunier, Isabelle Bloch, Nicolas Passat, François Rousseau
Multilabel, Multiscale Topological Transformation for Cerebral MRI Segmentation Post-processing. ISMM (2019)
Pierre Cettour-Janet, Clément Cazorla, Vaïa Machairas, Quentin Delannoy, Nathalie Bednarek, François Rousseau, Etienne Decencière, Nicolas Passat
Watervoxels. Image Process. Line 9 (2019)
Karim Makki, Bhushan Borotikar, Marc Garetier, Sylvain Brochard, Douraied Ben Salem, François Rousseau
Temporal resolution enhancement of dynamic MRI sequences within a motion-based framework. EMBC (2019)
Karim Makki, Bhushan Borotikar, Marc Garetier, Sylvain Brochard, Douraied Ben Salem, François Rousseau
High-resolution temporal reconstruction of ankle joint from dynamic MRI. ISBI (2018)
Carlos Tor-Díez, Nicolas Passat, Isabelle Bloch, Sylvain Faisan, Nathalie Bednarek, François Rousseau
An iterative multi-atlas patch-based approach for cortex segmentation from neonatal MRI. Comput. Medical Imaging Graph. 70 (2018)
François Rousseau, Ronan Fablet
Residual Networks as Geodesic Flows of Diffeomorphisms. CoRR (2018)
Julien Pontabry, François Rousseau, Colin Studholme, Meriam Koob, Jean-Louis Dietemann
A discriminative feature selection approach for shape analysis: Application to fetal brain cortical folding. Medical Image Anal. 35 (2017)
Pierre-Henri Conze, Florian Tilquin, Vincent Noblet, François Rousseau, Fabrice Heitz, Patrick Pessaux
Hierarchical multi-scale supervoxel matching using random forests for automatic semi-dense abdominal image registration. ISBI (2017)
Pierre-Henri Conze, Vincent Noblet, François Rousseau, Fabrice Heitz, Vito de Blasi, Riccardo Memeo, Patrick Pessaux
Scale-adaptive supervoxel-based random forests for liver tumor segmentation in dynamic contrast-enhanced CT scans. Int. J. Comput. Assist. Radiol. Surg. 12 (2) (2017)
Chi-Hieu Pham, Aurélien Ducournau, Ronan Fablet, François Rousseau
Brain MRI super-resolution using deep 3D convolutional networks. ISBI (2017)
Mengyuan Liu, Averi Kitsch, Steven P. Miller, Vann Chau, Kenneth J. Poskitt, François Rousseau, Dennis Shaw, Colin Studholme
Patch-based augmentation of Expectation-Maximization for brain MRI tissue segmentation at arbitrary age after premature birth. NeuroImage 127 (2016)
Luis Tobias, Aurélien Ducournau, François Rousseau, Grégoire Mercier, Ronan Fablet
Convolutional Neural Networks for object recognition on mobile devices: A case study. ICPR (2016)
Pierre-Henri Conze, Vincent Noblet, François Rousseau, Fabrice Heitz, Riccardo Memeo, Patrick Pessaux
Random forests on hierarchical multi-scale supervoxels for liver tumor segmentation in dynamic contrast-enhanced CT scans. ISBI (2016)
Ronan Fablet, François Rousseau
Joint Interpolation of Multisensor Sea Surface Temperature Fields Using Nonlocal and Statistical Priors. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (6) (2016)
Ronan Fablet, François Rousseau
Missing data super-resolution using non-local and statistical priors. ICIP (2015)
Antonietta Pepe, Guillaume Auzias, François De Guio, François Rousseau, David Germanaud, Jean-François Mangin, Nadine Girard, Olivier Coulon, Julien Lefèvre
Spectral clustering based parcellation of FETAL brain MRI. ISBI (2015)
Guillaume Auzias, François De Guio, Antonietta Pepe, François Rousseau, Jean-François Mangin, Nadine Girard, Julien Lefèvre, Olivier Coulon
Model-driven parameterization of fetal cortical surfaces. ISBI (2015)
Pierre-Henri Conze, François Rousseau, Vincent Noblet, Fabrice Heitz, Riccardo Memeo, Patrick Pessaux
Semi-automatic Liver Tumor Segmentation in Dynamic Contrast-Enhanced CT Scans Using Random Forests and Supervoxels. MLMI (2015)
Mads Fogtmann, Sharmishtaa Seshamani, Christopher D. Kroenke, Xi Cheng, Teresa Chapman, Jakob Wilm, François Rousseau, Colin Studholme
A Unified Approach to Diffusion Direction Sensitive Slice Registration and 3-D DTI Reconstruction From Moving Fetal Brain Anatomy. IEEE Trans. Medical Imaging 33 (2) (2014)
Mengyuan Liu, Sharmishtaa Seshamani, Lisa Harrylock, Averi Kitsch, Steven P. Miller, Vann Chau, Kenneth J. Poskitt, François Rousseau, Colin Studholme
Spatially adapted augmentation of age-specific atlas-based segmentation using patch-based priors. Medical Imaging: Image Processing (2014)
Larbi Boubchir, François Rousseau
Unsupervised white matter fiber tracts clustering methodology with application on brain MRI data. ICIP (2014)
Swati Sharma, François Rousseau, Fabrice Heitz, Lucien Rumbach, Jean-Paul Armspach
On the estimation and correction of bias in local atrophy estimations using example atrophy simulations. Comput. Medical Imaging Graph. 37 (7-8) (2013)
François Rousseau, Colin Studholme
A supervised patch-based image reconstruction technique: Application to brain MRI super-resolution. ISBI (2013)
François Rousseau, Estanislao Oubel, Julien Pontabry, Marc Schweitzer, Colin Studholme, Meriam Koob, Jean-Louis Dietemann
BTK: An open-source toolkit for fetal brain MR image processing. Comput. Methods Programs Biomed. 109 (1) (2013)
Julien Pontabry, François Rousseau, Estanislao Oubel, Colin Studholme, Meriam Koob, Jean-Louis Dietemann
Probabilistic tractography using Q-ball imaging and particle filtering: Application to adult and in-utero fetal brain studies. Medical Image Anal. 17 (3) (2013)
François Rousseau, Daniel Gounot, Colin Studholme
On high-resolution image estimation using low-resolution brain MRI. EMBC (2013)
Estanislao Oubel, Meriam Koob, Colin Studholme, Jean-Louis Dietemann, François Rousseau
Reconstruction of scattered data in fetal diffusion MRI. Medical Image Anal. 16 (1) (2012)
Vidya Rajagopalan, Julia A. Scott, Piotr A. Habas, Kio Kim, François Rousseau, Orit A. Glenn, A. James Barkovich, Colin Studholme
Mapping directionality specific volume changes using tensor based morphometry: An application to the study of gyrogenesis and lateralization of the human fetal brain. NeuroImage 63 (2) (2012)
François Rousseau, Piotr A. Habas, Colin Studholme
Human brain labeling using image similarities. CVPR (2011)
François Rousseau, Piotr A. Habas, Colin Studholme
A Supervised Patch-Based Approach for Human Brain Labeling. IEEE Trans. Medical Imaging 30 (10) (2011)
Piotr A. Habas, Vidya Rajagopalan, Julia A. Scott, Kio Kim, Ahmad Roosta, François Rousseau, A. James Barkovich, Orit A. Glenn, Colin Studholme
Detection and mapping of delays in early cortical folding derived from in utero MRI. Medical Imaging: Image Processing (2011)
Vidya Rajagopalan, Julia A. Scott, Piotr A. Habas, Kio Kim, François Rousseau, Orit A. Glenn, A. James Barkovich, Colin Studholme
Spatiotemporal Morphometry of Adjacent Tissue Layers with Application to the Study of Sulcal Formation. MICCAI (2) (2011)
Kio Kim, Piotr A. Habas, Vidya Rajagopalan, Julia A. Scott, François Rousseau, A. James Barkovich, Orit A. Glenn, Colin Studholme
SLIMMER: SLIce MRI motion estimation and reconstruction tool for studies of fetal anatomy. Medical Imaging: Image Processing (2011)
Benoît Caldairou, Nicolas Passat, Piotr A. Habas, Colin Studholme, Meriam Koob, Jean-Louis Dietemann, François Rousseau
Data-Driven Cortex Segmentation in Reconstructed Fetal MRI by Using Structural Constraints. CAIP (1) (2011)
Nicolas Passat, Benoît Naegel, François Rousseau, Meriam Koob, Jean-Louis Dietemann
Interactive segmentation based on component-trees. Pattern Recognit. 44 (10-11) (2011)
Kio Kim, Piotr A. Habas, Vidya Rajagopalan, Julia A. Scott, James M. Corbett-Detig, François Rousseau, A. James Barkovich, Orit A. Glenn, Colin Studholme
Bias Field Inconsistency Correction of Motion-Scattered Multislice MRI for Improved 3D Image Reconstruction. IEEE Trans. Medical Imaging 30 (9) (2011)
Benoît Caldairou, Nicolas Passat, Piotr A. Habas, Colin Studholme, Meriam Koob, Jean-Louis Dietemann, François Rousseau
Segmentation of the cortex in fetal MRI using a topological model. ISBI (2011)
Julien Pontabry, François Rousseau
Probabilistic Tractography Using Q-Ball Modeling and Particle Filtering. MICCAI (2) (2011)
Benoît Caldairou, Nicolas Passat, Piotr A. Habas, Colin Studholme, François Rousseau
A non-local fuzzy segmentation method: Application to brain MRI. Pattern Recognit. 44 (9) (2011)
François Rousseau
A non-local approach for image super-resolution using intermodality priors. Medical Image Anal. 14 (4) (2010)
Kio Kim, Piotr A. Habas, François Rousseau, Orit A. Glenn, A. James Barkovich, Meriam Koob, Jean-Louis Dietemann, Ashley J. Robinson, Kenneth J. Poskitt, Steven P. Miller, Colin Studholme
Reconstruction of a geometrically correct diffusion tensor image of a moving human fetal brain. Medical Imaging: Image Processing (2010)
François Rousseau, Kio Kim, Colin Studholme, Meriam Koob, Jean-Louis Dietemann
On Super-Resolution for Fetal Brain MRI. MICCAI (2) (2010)
Estanislao Oubel, Meriam Koob, Colin Studholme, Jean-Louis Dietemann, François Rousseau
Reconstruction of Scattered Data in Fetal Diffusion MRI. MICCAI (1) (2010)
Swati Sharma, Vincent Noblet, François Rousseau, Fabrice Heitz, Lucien Rumbach, Jean-Paul Armspach
Evaluation of brain atrophy estimation algorithms using simulated ground-truth data. Medical Image Anal. 14 (3) (2010)
Vidya Rajagopalan, Julia A. Scott, Piotr A. Habas, Kio Kim, François Rousseau, Orit A. Glenn, A. James Barkovich, Colin Studholme
Measures for Characterizing Directionality Specific Volume Changes in TBM of Brain Growth. MICCAI (2) (2010)
François Rousseau, Kio Kim, Colin Studholme
A groupwise super-resolution approach: application to brain MRI. ISBI (2010)
Kio Kim, Piotr A. Habas, François Rousseau, Orit A. Glenn, A. James Barkovich, Colin Studholme
Intersection Based Motion Correction of Multislice MRI for 3-D in Utero Fetal Brain Image Formation. IEEE Trans. Medical Imaging 29 (1) (2010)
Piotr A. Habas, Kio Kim, James M. Corbett-Detig, François Rousseau, Orit A. Glenn, A. James Barkovich, Colin Studholme
A spatiotemporal atlas of MR intensity, tissue probability and shape of the fetal brain with application to segmentation. NeuroImage 53 (2) (2010)
Piotr A. Habas, Kio Kim, Dharshan Chandramohan, François Rousseau, Orit A. Glenn, Colin Studholme
Statistical model of laminar structure for atlas-based segmentation of the fetal brain from in utero MR images. Medical Imaging: Image Processing (2009)
Piotr A. Habas, Kio Kim, François Rousseau, Orit A. Glenn, A. James Barkovich, Colin Studholme
A Spatio-temporal Atlas of the Human Fetal Brain with Application to Tissue Segmentation. MICCAI (1) (2009)
Swati Sharma, Vincent Noblet, François Rousseau, Fabrice Heitz, Lucien Rumbach, Jean-Paul Armspach
Use of Simulated Atrophy for Performance Analysis of Brain Atrophy Estimation Approaches. MICCAI (1) (2009)
Benoît Caldairou, François Rousseau, Nicolas Passat, Piotr A. Habas, Colin Studholme, Christian Heinrich
A Non-Local Fuzzy Segmentation Method: Application to Brain MRI. CAIP (2009)
Piotr A. Habas, Kio Kim, François Rousseau, Orit A. Glenn, A. James Barkovich, Colin Studholme
Atlas-Based Segmentation of the Germinal Matrix from in Utero Clinical MRI of the Fetal Brain. MICCAI (1) (2008)
François Rousseau, Frédéric Blanc, Jérôme de Seze, Lucien Rumbach, Jean-Paul Armspach
An a contrario approach for outliers segmentation: Application to Multiple Sclerosis in MRI. ISBI (2008)
Kio Kim, Mads Hansen, Piotr A. Habas, François Rousseau, Orit A. Glenn, A. James Barkovich, Colin Studholme
Intersection based registration of slice stacks to form 3D images of the human fetal brain. ISBI (2008)
François Rousseau, Pierre Hellier, Marloes M. J. Letteboer, Wiro J. Niessen, Christian Barillot
Quantitative Evaluation of Three Calibration Methods for 3-D Freehand Ultrasound. IEEE Trans. Medical Imaging 25 (11) (2006)
Claudia E. Rodríguez-Carranza, François Rousseau, Bistra Iordanova, Orit A. Glenn, Daniel B. Vigneron, A. James Barkovich, Colin Studholme
An ISO-surface folding analysis method applied to premature neonatal brain development. Medical Imaging: Image Processing (2006)
François Rousseau, Pierre Hellier, Christian Barillot
A novel temporal calibration method for 3-D ultrasound. IEEE Trans. Medical Imaging 25 (8) (2006)
François Rousseau, Pierre Hellier, Christian Barillot
Confhusius: A robust and fully automatic calibration method for 3D freehand ultrasound. Medical Image Anal. 9 (1) (2005)
François Rousseau, Andrew Maudsley, Andreas Ebel, Ammar Darkazanli, Patrice Weber, Krishnakumar Sivasankaran, Yingjian Yu, Colin Studholme
Evaluation of sub-voxel registration accuracy between MRI and 3D MR spectroscopy of the brain. Medical Imaging: Image Processing (2005)
François Rousseau, Orit A. Glenn, Bistra Iordanova, Claudia E. Rodríguez-Carranza, Daniel B. Vigneron, A. James Barkovich, Colin Studholme
A Novel Approach to High Resolution Fetal Brain MR Imaging. MICCAI (2005)
François Rousseau, Pierre Hellier, Christian Barillot
Robust and Automatic Calibration Method for 3D Freehand Ultrasound. MICCAI (2) (2003)
François Rousseau, Ronan Fablet, Christian Barillot
Robust statistical registration of 3D ultrasound images using texture information. ICIP (1) (2003)
François Rousseau, Pierre Hellier, Christian Barillot
A fully automatic calibration procedure for freehand 3D ultrasound. ISBI (2002)