Hervé Lombaert

According to our database, Hervé Lombaert authored at least 67 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Anatomically-aware uncertainty for semi-supervised image segmentation.

Sukesh Adiga V, Jose Dolz, Herve Lombaert

Medical Image Anal., January, 2024

Neighbor-Aware Calibration of Segmentation Networks with Penalty-Based Constraints.

Balamurali Murugesan, Sukesh Adiga Vasudeva, Bingyuan Liu, Hervé Lombaert, Ismail Ben Ayed, Jose Dolz

CoRR, 2024

2023

Learning joint surface reconstruction and segmentation, from brain images to cortical surface parcellation.

Karthik Gopinath, Christian Desrosiers, Herve Lombaert

Medical Image Anal., December, 2023

Active learning for medical image segmentation with stochastic batches.

Mélanie Gaillochet, Christian Desrosiers, Hervé Lombaert

Medical Image Anal., December, 2023

Real-time simulation of viscoelastic tissue behavior with physics-guided deep learning.

Mohammad Karami, Hervé Lombaert, David Rivest-Hénault

Comput. Medical Imaging Graph., March, 2023

GeoLS: Geodesic Label Smoothing for Image Segmentation.

Sukesh Adiga Vasudeva, Jose Dolz, Herve Lombaert

Proceedings of the Medical Imaging with Deep Learning, 2023

Trust Your Neighbours: Penalty-Based Constraints for Model Calibration.

Balamurali Murugesan, Sukesh Adiga V, Bingyuan Liu, Herve Lombaert, Ismail Ben Ayed, Jose Dolz

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022

Attention-Based Dynamic Subspace Learners for Medical Image Analysis.

Sukesh Adiga V, Jose Dolz, Herve Lombaert

IEEE J. Biomed. Health Informatics, 2022

Learnable Pooling in Graph Convolutional Networks for Brain Surface Analysis.

Karthik Gopinath, Christian Desrosiers, Herve Lombaert

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Source-free domain adaptation for image segmentation.

Mathilde Bateson, Hoel Kervadec, Jose Dolz, Hervé Lombaert, Ismail Ben Ayed

Medical Image Anal., 2022

Leveraging Labeling Representations in Uncertainty-Based Semi-supervised Segmentation.

Sukesh Adiga V, Jose Dolz, Herve Lombaert

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

TAAL: Test-Time Augmentation for Active Learning in Medical Image Segmentation.

Mélanie Gaillochet, Christian Desrosiers, Hervé Lombaert

Proceedings of the Data Augmentation, Labelling, and Imperfections, 2022

Test-Time Adaptation with Shape Moments for Image Segmentation.

Mathilde Bateson, Herve Lombaert, Ismail Ben Ayed

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Medial Spectral Coordinates for 3D Shape Analysis.

Morteza Rezanejad, Mohammad Khodadad, Hamidreza Mahyar, Herve Lombaert, Michael Gruninger, Dirk B. Walther, Kaleem Siddiqi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Constrained Domain Adaptation for Image Segmentation.

Mathilde Bateson, José Dolz, Hoel Kervadec, Hervé Lombaert, Ismail Ben Ayed

IEEE Trans. Medical Imaging, 2021

Realistic image normalization for multi-Domain segmentation.

Pierre-Luc Delisle, Benoit Anctil-Robitaille, Christian Desrosiers, Herve Lombaert

Medical Image Anal., 2021

Manifold-aware Synthesis of High-resolution Diffusion from Structural Imaging.

Benoit Anctil-Robitaille, Antoine Théberge, Pierre-Marc Jodoin, Maxime Descoteaux, Christian Desrosiers, Hervé Lombaert

CoRR, 2021

SegRecon: Learning Joint Brain Surface Reconstruction and Segmentation from Images.

Karthik Gopinath, Christian Desrosiers, Herve Lombaert

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

2020

The Little W-Net That Could: State-of-the-Art Retinal Vessel Segmentation with Minimalistic Models.

Adrian Galdran, André Anjos, José Dolz, Hadi Chakor, Hervé Lombaert, Ismail Ben Ayed

CoRR, 2020

Medical Imaging with Deep Learning: MIDL 2020 - Short Paper Track.

Tal Arbel, Ismail Ben Ayed, Marleen de Bruijne, Maxime Descoteaux, Herve Lombaert, Chris Pal

CoRR, 2020

Manifold-driven Attention Maps for Weakly Supervised Segmentation.

Sukesh Adiga V, Jose Dolz, Herve Lombaert

CoRR, 2020

Manifold-Aware CycleGAN for High Resolution Structural-to-DTI Synthesis.

Benoit Anctil-Robitaille, Christian Desrosiers, Herve Lombaert

CoRR, 2020

Graph Domain Adaptation for Alignment-Invariant Brain Surface Segmentation.

Karthik Gopinath, Christian Desrosiers, Herve Lombaert

Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis, 2020

Cost-Sensitive Regularization for Diabetic Retinopathy Grading from Eye Fundus Images.

Adrian Galdran, Jose Dolz, Hadi Chakor, Hervé Lombaert, Ismail Ben Ayed

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Source-Relaxed Domain Adaptation for Image Segmentation.

Mathilde Bateson, Hoel Kervadec, Jose Dolz, Hervé Lombaert, Ismail Ben Ayed

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Spectral Graph Transformer Networks for Brain Surface Parcellation.

Ran He, Karthik Gopinath, Christian Desrosiers, Herve Lombaert

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Adversarial Normalization for Multi Domain Image Segmentation.

Pierre-Luc Delisle, Benoit Anctil-Robitaille, Christian Desrosiers, Herve Lombaert

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019

HyperDense-Net: A Hyper-Densely Connected CNN for Multi-Modal Image Segmentation.

Jose Dolz, Karthik Gopinath, Jing Yuan, Herve Lombaert, Christian Desrosiers, Ismail Ben Ayed

IEEE Trans. Medical Imaging, 2019

Graph Convolutions on Spectral Embeddings for Cortical Surface Parcellation.

Karthik Gopinath, Christian Desrosiers, Herve Lombaert

Medical Image Anal., 2019

Learnable Pooling in Graph Convolution Networks for Brain Surface Analysis.

Karthik Gopinath, Christian Desrosiers, Herve Lombaert

CoRR, 2019

Constrained Domain Adaptation for Segmentation.

Mathilde Bateson, Hoel Kervadec, Jose Dolz, Hervé Lombaert, Ismail Ben Ayed

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Adaptive Graph Convolution Pooling for Brain Surface Analysis.

Karthik Gopinath, Christian Desrosiers, Herve Lombaert

Proceedings of the Information Processing in Medical Imaging, 2019

2018

Spectral Shape Analysis of Human Torsos: Application to the Evaluation of Scoliosis Surgery Outcome.

Ola Ahmad, Herve Lombaert, Stefan Parent, Hubert Labelle, Farida Cheriet

IEEE J. Biomed. Health Informatics, 2018

Graph Convolutions on Spectral Embeddings: Learning of Cortical Surface Data.

Karthik Gopinath, Christian Desrosiers, Herve Lombaert

CoRR, 2018

2016

Statistical shape analysis of subcortical structures using spectral matching.

Mahsa Shakeri, Herve Lombaert, Alexandre N. Datta, Nadine Oser, Laurent Létourneau-Guillon, Laurence Vincent Lapointe, Florence Martin, Domitille Malfait, Alan Tucholka, Sarah Lippé, Samuel Kadoury

Comput. Medical Imaging Graph., 2016

Deep Spectral-Based Shape Features for Alzheimer's Disease Classification.

Mahsa Shakeri, Hervé Lombaert, Shashank Tripathi, Samuel Kadoury

Proceedings of the Spectral and Shape Analysis in Medical Imaging, 2016

Longitudinal Analysis of the Preterm Cortex Using Multi-modal Spectral Matching.

Eliza Orasanu, Pierre-Louis Bazin, Andrew Melbourne, Marco Lorenzi, Hervé Lombaert, Nicola J. Robertson, Giles S. Kendall, Nikolaus Weiskopf, Neil Marlow, Sébastien Ourselin

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Longitudinal Scoliotic Trunk Analysis via Spectral Representation and Statistical Analysis.

Ola Ahmad, Herve Lombaert, Stefan Parent, Hubert Labelle, Jean Dansereau, Farida Cheriet

Proceedings of the Spectral and Shape Analysis in Medical Imaging, 2016

2015

Spectral Forests: Learning of Surface Data, Application to Cortical Parcellation.

Herve Lombaert, Antonio Criminisi, Nicholas Ayache

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Myocardial Infarct Localization Using Neighbourhood Approximation Forests.

Héloïse Bleton, Ján Margeta, Hervé Lombaert, Hervé Delingette, Nicholas Ayache

Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2015

Brain Transfer: Spectral Analysis of Cortical Surfaces and Functional Maps.

Herve Lombaert, Michael Arcaro, Nicholas Ayache

Proceedings of the Information Processing in Medical Imaging, 2015

Classification of Alzheimer's Disease Using Discriminant Manifolds of Hippocampus Shapes.

Mahsa Shakeri, Hervé Lombaert, Samuel Kadoury

Proceedings of the Machine Learning Meets Medical Imaging - First International Workshop, 2015

Propagation of Myocardial Fibre Architecture Uncertainty on Electromechanical Model Parameter Estimation: A Case Study.

Roch Molléro, Dominik Neumann, Marc-Michel Rohé, Manasi Datar, Hervé Lombaert, Nicholas Ayache, Dorin Comaniciu, Olivier Ecabert, Marcello Chinali, Gabriele Rinelli, Xavier Pennec, Maxime Sermesant, Tommaso Mansi

Proceedings of the Functional Imaging and Modeling of the Heart, 2015

2014

Spectral Log-Demons: Diffeomorphic Image Registration with Very Large Deformations.

Herve Lombaert, Leo J. Grady, Xavier Pennec, Nicholas Ayache, Farida Cheriet

Int. J. Comput. Vis., 2014

Groupwise shape analysis of the hippocampus using spectral matching.

Mahsa Shakeri, Hervé Lombaert, Sarah Lippé, Samuel Kadoury

Proceedings of the Medical Imaging 2014: Image Processing, 2014

Multi-atlas Spectral PatchMatch: Application to Cardiac Image Segmentation.

Wenzhe Shi, Herve Lombaert, Wenjia Bai, Christian Ledig, Xiahai Zhuang, Antonio M. Simoes Monteiro de Marvao, Timothy Dawes, Declan P. O'Regan, Daniel Rueckert

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Prefrontal Cortical Folding of the Preterm Brain: A Longitudinal Analysis of Preterm-Born Neonates.

Eliza Orasanu, Andrew Melbourne, Herve Lombaert, Manuel Jorge Cardoso, Stian Flage Johnsen, Giles S. Kendall, Nicola J. Robertson, Neil Marlow, Sébastien Ourselin

Proceedings of the Spatio-temporal Image Analysis for Longitudinal and Time-Series Image Data, 2014

Laplacian Forests: Semantic Image Segmentation by Guided Bagging.

Herve Lombaert, Darko Zikic, Antonio Criminisi, Nicholas Ayache

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

2013

FOCUSR: Feature Oriented Correspondence Using Spectral Regularization-A Method for Precise Surface Matching.

Herve Lombaert, Leo J. Grady, Jonathan R. Polimeni, Farida Cheriet

IEEE Trans. Pattern Anal. Mach. Intell., 2013

Cardiac Fiber Inpainting Using Cartan Forms.

Emmanuel Piuze, Herve Lombaert, Jon Sporring, Kaleem Siddiqi

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Joint Statistics on Cardiac Shape and Fiber Architecture.

Herve Lombaert, Jean-Marc Peyrat

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Atlas Construction for Dynamic (4D) PET Using Diffeomorphic Transformations.

Marie Bieth, Herve Lombaert, Andrew J. Reader, Kaleem Siddiqi

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Diffeomorphic Spectral Matching of Cortical Surfaces.

Herve Lombaert, Jon Sporring, Kaleem Siddiqi

Proceedings of the Information Processing in Medical Imaging, 2013

Atlases of Cardiac Fiber Differential Geometry.

Emmanuel Piuze, Herve Lombaert, Jon Sporring, Gustav J. Strijkers, Adrianus J. Bakermans, Kaleem Siddiqi

Proceedings of the Functional Imaging and Modeling of the Heart, 2013

2012

Human Atlas of the Cardiac Fiber Architecture: Study on a Healthy Population.

Herve Lombaert, Jean-Marc Peyrat, Pierre Croisille, Stanislas Rapacchi, Laurent Fanton, Farida Cheriet, Patrick Clarysse, Isabelle E. Magnin, Hervé Delingette, Nicholas Ayache

IEEE Trans. Medical Imaging, 2012

Groupwise Spectral Log-Demons Framework for Atlas Construction.

Herve Lombaert, Leo J. Grady, Xavier Pennec, Jean-Marc Peyrat, Nicholas Ayache, Farida Cheriet

Proceedings of the Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, 2012

Simultaneous image de-noising and registration using graph cuts: Application to corrupted medical images.

Herve Lombaert, Farida Cheriet

Proceedings of the 11th International Conference on Information Science, 2012

Spectral Demons - Image Registration via Global Spectral Correspondence.

Herve Lombaert, Leo J. Grady, Xavier Pennec, Nicholas Ayache, Farida Cheriet

Proceedings of the Computer Vision - ECCV 2012, 2012

2011

Fast 4D segmentation of large datasets using graph cuts.

Hervé Lombaert, Yiyong Sun, Farida Cheriet

Proceedings of the Medical Imaging 2011: Image Processing, 2011

Statistical Atlas of Human Cardiac Fibers: Comparison with Abnormal Hearts.

Herve Lombaert, Jean-Marc Peyrat, Laurent Fanton, Farida Cheriet, Hervé Delingette, Nicholas Ayache, Patrick Clarysse, Isabelle E. Magnin, Pierre Croisille

Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2011

Variability of the Human Cardiac Laminar Structure.

Herve Lombaert, Jean-Marc Peyrat, Laurent Fanton, Farida Cheriet, Hervé Delingette, Nicholas Ayache, Patrick Clarysse, Isabelle E. Magnin, Pierre Croisille

Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2011

Fast Brain Matching with Spectral Correspondence.

Herve Lombaert, Leo J. Grady, Jonathan R. Polimeni, Farida Cheriet

Proceedings of the Information Processing in Medical Imaging, 2011

Statistical Analysis of the Human Cardiac Fiber Architecture from DT-MRI.

Herve Lombaert, Jean-Marc Peyrat, Pierre Croisille, Stanislas Rapacchi, Laurent Fanton, Patrick Clarysse, Herve Delingette, Nicholas Ayache

Proceedings of the Functional Imaging and Modeling of the Heart, 2011

2010

Spatio-temporal segmentation of the heart in 4D MRI images using graph cuts with motion cues.

Herve Lombaert, Farida Cheriet

Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Geodesic Thin Plate Splines for Image Segmentation.

Herve Lombaert, Farida Cheriet

Proceedings of the 20th International Conference on Pattern Recognition, 2010

2007

Landmark-Based Non-rigid Registration Via Graph Cuts.

Herve Lombaert, Yiyong Sun, Farida Cheriet

Proceedings of the Image Analysis and Recognition, 4th International Conference, 2007

2005

A Multilevel Banded Graph Cuts Method for Fast Image Segmentation.

Herve Lombaert, Yiyong Sun, Leo J. Grady, Chenyang Xu

Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005