Herve Lombaert

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 35

Top Topics

Image Segmentation

Top Venues

Medical Image Anal.

IEEE J. Biomed. Health Informatics

Publications

Sukesh Adiga V, Jose Dolz, Herve Lombaert
Anatomically-aware uncertainty for semi-supervised image segmentation. Medical Image Anal. 91 (2024)
Sukesh Adiga Vasudeva, Jose Dolz, Herve Lombaert
GeoLS: Geodesic Label Smoothing for Image Segmentation. MIDL (2023)
Sukesh Adiga V, Jose Dolz, Herve Lombaert
Anatomically-aware Uncertainty for Semi-supervised Image Segmentation. CoRR (2023)
Balamurali Murugesan, Sukesh Adiga V, Bingyuan Liu, Herve Lombaert, Ismail Ben Ayed, Jose Dolz
Trust Your Neighbours: Penalty-Based Constraints for Model Calibration. MICCAI (3) (2023)
Karthik Gopinath, Christian Desrosiers, Herve Lombaert
Learning joint surface reconstruction and segmentation, from brain images to cortical surface parcellation. Medical Image Anal. 90 (2023)
Sukesh Adiga V, Jose Dolz, Herve Lombaert
Leveraging Labeling Representations in Uncertainty-Based Semi-supervised Segmentation. MICCAI (8) (2022)
Sukesh Adiga V, Jose Dolz, Herve Lombaert
Attention-based Dynamic Subspace Learners for Medical Image Analysis. CoRR (2022)
Mathilde Bateson, Herve Lombaert, Ismail Ben Ayed
Test-Time Adaptation with Shape Moments for Image Segmentation. MICCAI (4) (2022)
Karthik Gopinath, Christian Desrosiers, Herve Lombaert
Learnable Pooling in Graph Convolutional Networks for Brain Surface Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 44 (2) (2022)
Morteza Rezanejad, Mohammad Khodadad, Hamidreza Mahyar, Herve Lombaert, Michael Gruninger, Dirk B. Walther, Kaleem Siddiqi
Medial Spectral Coordinates for 3D Shape Analysis. CVPR (2022)
Sukesh Adiga V, Jose Dolz, Herve Lombaert
Leveraging Labeling Representations in Uncertainty-based Semi-supervised Segmentation. CoRR (2022)
Sukesh Adiga V, Jose Dolz, Herve Lombaert
Attention-Based Dynamic Subspace Learners for Medical Image Analysis. IEEE J. Biomed. Health Informatics 26 (9) (2022)
Karthik Gopinath, Christian Desrosiers, Herve Lombaert
SegRecon: Learning Joint Brain Surface Reconstruction and Segmentation from Images. MICCAI (7) (2021)
Pierre-Luc Delisle, Benoit Anctil-Robitaille, Christian Desrosiers, Herve Lombaert
Realistic image normalization for multi-Domain segmentation. Medical Image Anal. 74 (2021)
Morteza Rezanejad, Mohammad Khodadad, Hamidreza Mahyar, Herve Lombaert, Michael Gruninger, Dirk B. Walther, Kaleem Siddiqi
Medial Spectral Coordinates for 3D Shape Analysis. CoRR (2021)
Ran He, Karthik Gopinath, Christian Desrosiers, Herve Lombaert
Spectral Graph Transformer Networks for Brain Surface Parcellation. ISBI (2020)
Mathilde Bateson, Hoel Kervadec, Jose Dolz, Herve Lombaert, Ismail Ben Ayed
Source-Relaxed Domain Adaptation for Image Segmentation. CoRR (2020)
Sukesh Adiga V, Jose Dolz, Herve Lombaert
Manifold-driven Attention Maps for Weakly Supervised Segmentation. CoRR (2020)
Tal Arbel, Ismail Ben Ayed, Marleen de Bruijne, Maxime Descoteaux, Herve Lombaert, Chris Pal
Medical Imaging with Deep Learning: MIDL 2020 - Short Paper Track. CoRR (2020)
Pierre-Luc Delisle, Benoit Anctil-Robitaille, Christian Desrosiers, Herve Lombaert
Realistic Image Normalization for Multi-Domain Segmentation. CoRR (2020)
Pierre-Luc Delisle, Benoit Anctil-Robitaille, Christian Desrosiers, Herve Lombaert
Adversarial Normalization for Multi Domain Image Segmentation. ISBI (2020)
Benoit Anctil-Robitaille, Christian Desrosiers, Herve Lombaert
Manifold-Aware CycleGAN for High Resolution Structural-to-DTI Synthesis. CoRR (2020)
Karthik Gopinath, Christian Desrosiers, Herve Lombaert
Graph Domain Adaptation for Alignment-Invariant Brain Surface Segmentation. CoRR (2020)
Karthik Gopinath, Christian Desrosiers, Herve Lombaert
Graph Domain Adaptation for Alignment-Invariant Brain Surface Segmentation. UNSURE/GRAIL@MICCAI (2020)
Pierre-Luc Delisle, Benoit Anctil-Robitaille, Christian Desrosiers, Herve Lombaert
Adversarial normalization for multi domain image segmentation. CoRR (2019)
Karthik Gopinath, Christian Desrosiers, Herve Lombaert
Adaptive Graph Convolution Pooling for Brain Surface Analysis. IPMI (2019)
Ran He, Karthik Gopinath, Christian Desrosiers, Herve Lombaert
Spectral Graph Transformer Networks for Brain Surface Parcellation. CoRR (2019)
Karthik Gopinath, Christian Desrosiers, Herve Lombaert
Learnable Pooling in Graph Convolution Networks for Brain Surface Analysis. CoRR (2019)
Karthik Gopinath, Christian Desrosiers, Herve Lombaert
Graph Convolutions on Spectral Embeddings for Cortical Surface Parcellation. Medical Image Anal. 54 (2019)
Jose Dolz, Karthik Gopinath, Jing Yuan, Herve Lombaert, Christian Desrosiers, Ismail Ben Ayed
HyperDense-Net: A Hyper-Densely Connected CNN for Multi-Modal Image Segmentation. IEEE Trans. Medical Imaging 38 (5) (2019)
Jose Dolz, Karthik Gopinath, Jing Yuan, Herve Lombaert, Christian Desrosiers, Ismail Ben Ayed
HyperDense-Net: A hyper-densely connected CNN for multi-modal image segmentation. CoRR (2018)
Karthik Gopinath, Christian Desrosiers, Herve Lombaert
Graph Convolutions on Spectral Embeddings: Learning of Cortical Surface Data. CoRR (2018)
Ola Ahmad, Herve Lombaert, Stefan Parent, Hubert Labelle, Farida Cheriet
Spectral Shape Analysis of Human Torsos: Application to the Evaluation of Scoliosis Surgery Outcome. IEEE J. Biomed. Health Informatics 22 (5) (2018)
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
Statistical shape analysis of subcortical structures using spectral matching. Comput. Medical Imaging Graph. 52 (2016)
Ola Ahmad, Herve Lombaert, Stefan Parent, Hubert Labelle, Jean Dansereau, Farida Cheriet
Longitudinal Scoliotic Trunk Analysis via Spectral Representation and Statistical Analysis. SeSAMI@MICCAI (2016)
Herve Lombaert, Michael Arcaro, Nicholas Ayache
Brain Transfer: Spectral Analysis of Cortical Surfaces and Functional Maps. IPMI (2015)
Herve Lombaert, Antonio Criminisi, Nicholas Ayache
Spectral Forests: Learning of Surface Data, Application to Cortical Parcellation. MICCAI (1) (2015)
Wenzhe Shi, Herve Lombaert, Wenjia Bai, Christian Ledig, Xiahai Zhuang, Antonio M. Simoes Monteiro de Marvao, Timothy Dawes, Declan P. O'Regan, Daniel Rueckert
Multi-atlas Spectral PatchMatch: Application to Cardiac Image Segmentation. MICCAI (1) (2014)
Herve Lombaert, Darko Zikic, Antonio Criminisi, Nicholas Ayache
Laplacian Forests: Semantic Image Segmentation by Guided Bagging. MICCAI (2) (2014)
Eliza Orasanu, Andrew Melbourne, Herve Lombaert, Manuel Jorge Cardoso, Stian Flage Johnsen, Giles S. Kendall, Nicola J. Robertson, Neil Marlow, Sébastien Ourselin
Prefrontal Cortical Folding of the Preterm Brain: A Longitudinal Analysis of Preterm-Born Neonates. STIA (2014)
Herve Lombaert, Leo J. Grady, Xavier Pennec, Nicholas Ayache, Farida Cheriet
Spectral Log-Demons: Diffeomorphic Image Registration with Very Large Deformations. Int. J. Comput. Vis. 107 (3) (2014)
Emmanuel Piuze, Herve Lombaert, Jon Sporring, Gustav J. Strijkers, Adrianus J. Bakermans, Kaleem Siddiqi
Atlases of Cardiac Fiber Differential Geometry. FIMH (2013)
Herve Lombaert, Leo J. Grady, Jonathan R. Polimeni, Farida Cheriet
FOCUSR: Feature Oriented Correspondence Using Spectral Regularization-A Method for Precise Surface Matching. IEEE Trans. Pattern Anal. Mach. Intell. 35 (9) (2013)
Herve Lombaert, Jean-Marc Peyrat
Joint Statistics on Cardiac Shape and Fiber Architecture. MICCAI (2) (2013)
Herve Lombaert, Jon Sporring, Kaleem Siddiqi
Diffeomorphic Spectral Matching of Cortical Surfaces. IPMI (2013)
Marie Bieth, Herve Lombaert, Andrew J. Reader, Kaleem Siddiqi
Atlas Construction for Dynamic (4D) PET Using Diffeomorphic Transformations. MICCAI (2) (2013)
Emmanuel Piuze, Herve Lombaert, Jon Sporring, Kaleem Siddiqi
Cardiac Fiber Inpainting Using Cartan Forms. MICCAI (2) (2013)
Herve Lombaert, Leo J. Grady, Xavier Pennec, Jean-Marc Peyrat, Nicholas Ayache, Farida Cheriet
Groupwise Spectral Log-Demons Framework for Atlas Construction. MCV (2012)
Herve Lombaert, Farida Cheriet
Simultaneous image de-noising and registration using graph cuts: Application to corrupted medical images. ISSPA (2012)
Herve Lombaert, Jean-Marc Peyrat, Pierre Croisille, Stanislas Rapacchi, Laurent Fanton, Farida Cheriet, Patrick Clarysse, Isabelle E. Magnin, Hervé Delingette, Nicholas Ayache
Human Atlas of the Cardiac Fiber Architecture: Study on a Healthy Population. IEEE Trans. Medical Imaging 31 (7) (2012)
Herve Lombaert, Leo J. Grady, Xavier Pennec, Nicholas Ayache, Farida Cheriet
Spectral Demons - Image Registration via Global Spectral Correspondence. ECCV (2) (2012)
Herve Lombaert, Jean-Marc Peyrat, Pierre Croisille, Stanislas Rapacchi, Laurent Fanton, Patrick Clarysse, Herve Delingette, Nicholas Ayache
Statistical Analysis of the Human Cardiac Fiber Architecture from DT-MRI. FIMH (2011)
Herve Lombaert, Jean-Marc Peyrat, Laurent Fanton, Farida Cheriet, Hervé Delingette, Nicholas Ayache, Patrick Clarysse, Isabelle E. Magnin, Pierre Croisille
Variability of the Human Cardiac Laminar Structure. STACOM (2011)
Herve Lombaert, Leo J. Grady, Jonathan R. Polimeni, Farida Cheriet
Fast Brain Matching with Spectral Correspondence. IPMI (2011)
Herve Lombaert, Jean-Marc Peyrat, Laurent Fanton, Farida Cheriet, Hervé Delingette, Nicholas Ayache, Patrick Clarysse, Isabelle E. Magnin, Pierre Croisille
Statistical Atlas of Human Cardiac Fibers: Comparison with Abnormal Hearts. STACOM (2011)
Herve Lombaert, Farida Cheriet
Spatio-temporal segmentation of the heart in 4D MRI images using graph cuts with motion cues. ISBI (2010)
Herve Lombaert, Farida Cheriet
Geodesic Thin Plate Splines for Image Segmentation. ICPR (2010)
Herve Lombaert, Yiyong Sun, Farida Cheriet
Landmark-Based Non-rigid Registration Via Graph Cuts. ICIAR (2007)
Herve Lombaert, Yiyong Sun, Leo J. Grady, Chenyang Xu
A Multilevel Banded Graph Cuts Method for Fast Image Segmentation. ICCV (2005)