Herve Lombaert

67 papers A* 3B 1Journal 30Unranked 32

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Anatomically-Focused Patches for Lightweight and Explainable Knee OA Grading. ShapeMI@MICCAI Tien-En Chang, Herve Lombaert
2025	J	`jnl`	Neighbor-aware calibration of segmentation networks with penalty-based constraints. Medical Image Anal. Balamurali Murugesan, Sukesh Adiga Vasudeva, Bingyuan Liu, Herve Lombaert, Ismail Ben Ayed, Jose Dolz
2025	A*	`conf`	Spectral State Space Model for Rotation-Invariant Visual Representation Learning. CVPR Sahar Dastani, Ali Bahri, Moslem Yazdanpanah, Mehrdad Noori, David Osowiechi, Gustavo Adolfo Vargas Hakim, Farzad Beizaee, Milad Cheraghalikhani, Arnab Kumar Mondal, Herve Lombaert, Christian Desrosiers
2025	J	`jnl`	Spectral State Space Model for Rotation-Invariant Visual Representation Learning. CoRR Sahar Dastani, Ali Bahri, Moslem Yazdanpanah, Mehrdad Noori, David Osowiechi, Gustavo Adolfo Vargas Hakim, Farzad Beizaee, Milad Cheraghalikhani, Arnab Kumar Mondal, Herve Lombaert, Christian Desrosiers
2025	J	`jnl`	TRUST: Test-Time Refinement using Uncertainty-Guided SSM Traverses. CoRR Sahar Dastani, Ali Bahri, Gustavo Adolfo Vargas Hakim, Moslem Yazdanpanah, Mehrdad Noori, David Osowiechi, Samuel Barbeau, Ismail Ben Ayed, Herve Lombaert, Christian Desrosiers
2025	—	`conf`	Variational Visible Layers: A Practical Framework for Uncertainty Estimation. MICCAI (14) Zeinab Abboud, Herve Lombaert, Samuel Kadoury
2024	J	`jnl`	Anatomically-aware uncertainty for semi-supervised image segmentation. Medical Image Anal. Sukesh Adiga V, Jose Dolz, Herve Lombaert
2024	—	`conf`	Sparse Bayesian Networks: Efficient Uncertainty Quantification in Medical Image Analysis. MICCAI (10) Zeinab Abboud, Herve Lombaert, Samuel Kadoury
2023	J	`jnl`	Anatomically-aware Uncertainty for Semi-supervised Image Segmentation. CoRR Sukesh Adiga V, Jose Dolz, Herve Lombaert
2023	—	`conf`	GeoLS: Geodesic Label Smoothing for Image Segmentation. MIDL Sukesh Adiga Vasudeva, Jose Dolz, Herve Lombaert
2023	J	`jnl`	Learning joint surface reconstruction and segmentation, from brain images to cortical surface parcellation. Medical Image Anal. Karthik Gopinath, Christian Desrosiers, Herve Lombaert
2023	—	`conf`	Trust Your Neighbours: Penalty-Based Constraints for Model Calibration. MICCAI (3) Balamurali Murugesan, Sukesh Adiga V, Bingyuan Liu, Herve Lombaert, Ismail Ben Ayed, Jose Dolz
2022	J	`jnl`	Attention-Based Dynamic Subspace Learners for Medical Image Analysis. IEEE J. Biomed. Health Informatics Sukesh Adiga V, Jose Dolz, Herve Lombaert
2022	J	`jnl`	Attention-based Dynamic Subspace Learners for Medical Image Analysis. CoRR Sukesh Adiga V, Jose Dolz, Herve Lombaert
2022	J	`jnl`	Learnable Pooling in Graph Convolutional Networks for Brain Surface Analysis. IEEE Trans. Pattern Anal. Mach. Intell. Karthik Gopinath, Christian Desrosiers, Herve Lombaert
2022	—	`conf`	Leveraging Labeling Representations in Uncertainty-Based Semi-supervised Segmentation. MICCAI (8) Sukesh Adiga V, Jose Dolz, Herve Lombaert
2022	J	`jnl`	Leveraging Labeling Representations in Uncertainty-based Semi-supervised Segmentation. CoRR Sukesh Adiga V, Jose Dolz, Herve Lombaert
2022	A*	`conf`	Medial Spectral Coordinates for 3D Shape Analysis. CVPR Morteza Rezanejad, Mohammad Khodadad, Hamidreza Mahyar, Herve Lombaert, Michael Gruninger, Dirk B. Walther, Kaleem Siddiqi
2022	—	`conf`	Test-Time Adaptation with Shape Moments for Image Segmentation. MICCAI (4) Mathilde Bateson, Herve Lombaert, Ismail Ben Ayed
2021	J	`jnl`	Medial Spectral Coordinates for 3D Shape Analysis. CoRR Morteza Rezanejad, Mohammad Khodadad, Hamidreza Mahyar, Herve Lombaert, Michael Gruninger, Dirk B. Walther, Kaleem Siddiqi
2021	J	`jnl`	Realistic image normalization for multi-Domain segmentation. Medical Image Anal. Pierre-Luc Delisle, Benoit Anctil-Robitaille, Christian Desrosiers, Herve Lombaert
2021	—	`conf`	SegRecon: Learning Joint Brain Surface Reconstruction and Segmentation from Images. MICCAI (7) Karthik Gopinath, Christian Desrosiers, Herve Lombaert
2020	—	`conf`	Adversarial Normalization for Multi Domain Image Segmentation. ISBI Pierre-Luc Delisle, Benoit Anctil-Robitaille, Christian Desrosiers, Herve Lombaert
2020	—	`conf`	Graph Domain Adaptation for Alignment-Invariant Brain Surface Segmentation. UNSURE/GRAIL@MICCAI Karthik Gopinath, Christian Desrosiers, Herve Lombaert
2020	J	`jnl`	Graph Domain Adaptation for Alignment-Invariant Brain Surface Segmentation. CoRR Karthik Gopinath, Christian Desrosiers, Herve Lombaert
2020	J	`jnl`	Manifold-Aware CycleGAN for High Resolution Structural-to-DTI Synthesis. CoRR Benoit Anctil-Robitaille, Christian Desrosiers, Herve Lombaert
2020	J	`jnl`	Manifold-driven Attention Maps for Weakly Supervised Segmentation. CoRR Sukesh Adiga V, Jose Dolz, Herve Lombaert
2020	J	`jnl`	Medical Imaging with Deep Learning: MIDL 2020 - Short Paper Track. CoRR Tal Arbel, Ismail Ben Ayed, Marleen de Bruijne, Maxime Descoteaux, Herve Lombaert, Chris Pal
2020	J	`jnl`	Realistic Image Normalization for Multi-Domain Segmentation. CoRR Pierre-Luc Delisle, Benoit Anctil-Robitaille, Christian Desrosiers, Herve Lombaert
2020	J	`jnl`	Source-Relaxed Domain Adaptation for Image Segmentation. CoRR Mathilde Bateson, Hoel Kervadec, Jose Dolz, Herve Lombaert, Ismail Ben Ayed
2020	—	`conf`	Spectral Graph Transformer Networks for Brain Surface Parcellation. ISBI Ran He, Karthik Gopinath, Christian Desrosiers, Herve Lombaert
2019	—	`conf`	Adaptive Graph Convolution Pooling for Brain Surface Analysis. IPMI Karthik Gopinath, Christian Desrosiers, Herve Lombaert
2019	J	`jnl`	Adversarial normalization for multi domain image segmentation. CoRR Pierre-Luc Delisle, Benoit Anctil-Robitaille, Christian Desrosiers, Herve Lombaert
2019	J	`jnl`	Graph Convolutions on Spectral Embeddings for Cortical Surface Parcellation. Medical Image Anal. Karthik Gopinath, Christian Desrosiers, Herve Lombaert
2019	J	`jnl`	HyperDense-Net: A Hyper-Densely Connected CNN for Multi-Modal Image Segmentation. IEEE Trans. Medical Imaging Jose Dolz, Karthik Gopinath, Jing Yuan, Herve Lombaert, Christian Desrosiers, Ismail Ben Ayed
2019	J	`jnl`	Learnable Pooling in Graph Convolution Networks for Brain Surface Analysis. CoRR Karthik Gopinath, Christian Desrosiers, Herve Lombaert
2019	J	`jnl`	Spectral Graph Transformer Networks for Brain Surface Parcellation. CoRR Ran He, Karthik Gopinath, Christian Desrosiers, Herve Lombaert
2018	J	`jnl`	Graph Convolutions on Spectral Embeddings: Learning of Cortical Surface Data. CoRR Karthik Gopinath, Christian Desrosiers, Herve Lombaert
2018	J	`jnl`	HyperDense-Net: A hyper-densely connected CNN for multi-modal image segmentation. CoRR Jose Dolz, Karthik Gopinath, Jing Yuan, Herve Lombaert, Christian Desrosiers, Ismail Ben Ayed
2018	J	`jnl`	Spectral Shape Analysis of Human Torsos: Application to the Evaluation of Scoliosis Surgery Outcome. IEEE J. Biomed. Health Informatics Ola Ahmad, Herve Lombaert, Stefan Parent, Hubert Labelle, Farida Cheriet
2016	—	`conf`	Longitudinal Scoliotic Trunk Analysis via Spectral Representation and Statistical Analysis. SeSAMI@MICCAI Ola Ahmad, Herve Lombaert, Stefan Parent, Hubert Labelle, Jean Dansereau, Farida Cheriet
2016	J	`jnl`	Statistical shape analysis of subcortical structures using spectral matching. Comput. Medical Imaging Graph. 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
2015	—	`conf`	Brain Transfer: Spectral Analysis of Cortical Surfaces and Functional Maps. IPMI Herve Lombaert, Michael Arcaro, Nicholas Ayache
2015	—	`ed.`	Machine Learning Meets Medical Imaging - First International Workshop, MLMMI 2015, Held in Conjunction with ICML 2015, Lille, France, July 11, 2015. Revised Selected Papers MLMMI@ICML Kanwal K. Bhatia, Herve Lombaert
2015	—	`conf`	Spectral Forests: Learning of Surface Data, Application to Cortical Parcellation. MICCAI (1) Herve Lombaert, Antonio Criminisi, Nicholas Ayache
2014	—	`conf`	Laplacian Forests: Semantic Image Segmentation by Guided Bagging. MICCAI (2) Herve Lombaert, Darko Zikic, Antonio Criminisi, Nicholas Ayache
2014	—	`conf`	Multi-atlas Spectral PatchMatch: Application to Cardiac Image Segmentation. MICCAI (1) Wenzhe Shi, Herve Lombaert, Wenjia Bai, Christian Ledig, Xiahai Zhuang, Antonio M. Simoes Monteiro de Marvao, Timothy Dawes, Declan P. O'Regan, Daniel Rueckert
2014	—	`conf`	Prefrontal Cortical Folding of the Preterm Brain: A Longitudinal Analysis of Preterm-Born Neonates. STIA Eliza Orasanu, Andrew Melbourne, Herve Lombaert, Manuel Jorge Cardoso, Stian Flage Johnsen, Giles S. Kendall, Nicola J. Robertson, Neil Marlow, Sébastien Ourselin
2014	J	`jnl`	Spectral Log-Demons: Diffeomorphic Image Registration with Very Large Deformations. Int. J. Comput. Vis. Herve Lombaert, Leo J. Grady, Xavier Pennec, Nicholas Ayache, Farida Cheriet
2013	—	`conf`	Atlas Construction for Dynamic (4D) PET Using Diffeomorphic Transformations. MICCAI (2) Marie Bieth, Herve Lombaert, Andrew J. Reader, Kaleem Siddiqi
2013	—	`conf`	Atlases of Cardiac Fiber Differential Geometry. FIMH Emmanuel Piuze, Herve Lombaert, Jon Sporring, Gustav J. Strijkers, Adrianus J. Bakermans, Kaleem Siddiqi
2013	—	`conf`	Cardiac Fiber Inpainting Using Cartan Forms. MICCAI (2) Emmanuel Piuze, Herve Lombaert, Jon Sporring, Kaleem Siddiqi
2013	—	`conf`	Diffeomorphic Spectral Matching of Cortical Surfaces. IPMI Herve Lombaert, Jon Sporring, Kaleem Siddiqi
2013	J	`jnl`	FOCUSR: Feature Oriented Correspondence Using Spectral Regularization-A Method for Precise Surface Matching. IEEE Trans. Pattern Anal. Mach. Intell. Herve Lombaert, Leo J. Grady, Jonathan R. Polimeni, Farida Cheriet
2013	—	`conf`	Joint Statistics on Cardiac Shape and Fiber Architecture. MICCAI (2) Herve Lombaert, Jean-Marc Peyrat
2012	—	`conf`	Groupwise Spectral Log-Demons Framework for Atlas Construction. MCV Herve Lombaert, Leo J. Grady, Xavier Pennec, Jean-Marc Peyrat, Nicholas Ayache, Farida Cheriet
2012	J	`jnl`	Human Atlas of the Cardiac Fiber Architecture: Study on a Healthy Population. IEEE Trans. Medical Imaging Herve Lombaert, Jean-Marc Peyrat, Pierre Croisille, Stanislas Rapacchi, Laurent Fanton, Farida Cheriet, Patrick Clarysse, Isabelle E. Magnin, Hervé Delingette, Nicholas Ayache
2012	—	`conf`	Simultaneous image de-noising and registration using graph cuts: Application to corrupted medical images. ISSPA Herve Lombaert, Farida Cheriet
2012	—	`conf`	Spectral Demons - Image Registration via Global Spectral Correspondence. ECCV (2) Herve Lombaert, Leo J. Grady, Xavier Pennec, Nicholas Ayache, Farida Cheriet
2011	—	`conf`	Fast Brain Matching with Spectral Correspondence. IPMI Herve Lombaert, Leo J. Grady, Jonathan R. Polimeni, Farida Cheriet
2011	—	`conf`	Statistical Analysis of the Human Cardiac Fiber Architecture from DT-MRI. FIMH Herve Lombaert, Jean-Marc Peyrat, Pierre Croisille, Stanislas Rapacchi, Laurent Fanton, Patrick Clarysse, Herve Delingette, Nicholas Ayache
2011	—	`conf`	Statistical Atlas of Human Cardiac Fibers: Comparison with Abnormal Hearts. STACOM Herve Lombaert, Jean-Marc Peyrat, Laurent Fanton, Farida Cheriet, Hervé Delingette, Nicholas Ayache, Patrick Clarysse, Isabelle E. Magnin, Pierre Croisille
2011	—	`conf`	Variability of the Human Cardiac Laminar Structure. STACOM Herve Lombaert, Jean-Marc Peyrat, Laurent Fanton, Farida Cheriet, Hervé Delingette, Nicholas Ayache, Patrick Clarysse, Isabelle E. Magnin, Pierre Croisille
2010	B	`conf`	Geodesic Thin Plate Splines for Image Segmentation. ICPR Herve Lombaert, Farida Cheriet
2010	—	`conf`	Spatio-temporal segmentation of the heart in 4D MRI images using graph cuts with motion cues. ISBI Herve Lombaert, Farida Cheriet
2007	—	`conf`	Landmark-Based Non-rigid Registration Via Graph Cuts. ICIAR Herve Lombaert, Yiyong Sun, Farida Cheriet
2005	A*	`conf`	A Multilevel Banded Graph Cuts Method for Fast Image Segmentation. ICCV Herve Lombaert, Yiyong Sun, Leo J. Grady, Chenyang Xu