Segmenting internal structures in 3D MR images of the brain by Markovian relaxation on a watershed based adjacency graph. - Thierry Géraud; Jean-François Mangin; Isabelle Bloch; Henri Maître (ICIP (3), 1995)

An Asynchronous Architecture to Manage Communication, Display, and User Interaction in Distributed Virtual Environments. - Yoann Fabre; Guillaume Pitel; Laurent Soubrevilla; Emmanuel Marchand; Thierry Géraud; Akim Demaille (EGVE, 2000)

Generic Programming Redesign of Patterns. - Thierry Géraud; Alexandre Duret-Lutz (EuroPLoP, 2000)

Obtaining Genericity for Image Processing and Pattern Recognition Algorithms. - Thierry Géraud; Yoann Fabre; Alexandre Duret-Lutz (ICPR, 2000)

A Framework to Dynamically Manage Distributed Virtual Environments. - Yoann Fabre; Guillaume Pitel; Laurent Soubrevilla; Emmanuel Marchand; Thierry Géraud; Akim Demaille (Virtual Worlds, 2000)

Design Patterns for Generic Programming in C++. - Alexandre Duret-Lutz; Thierry Géraud; Akim Demaille (COOTS, 2001)

Color image segmentation based on automatic morphological clustering. - Thierry Géraud; Pierre-Yves Strub; Jérôme Darbon (ICIP (3), 2001)

Segmentation of Curvilinear Objects Using a Watershed-Based Curve Adjacency Graph. - Thierry Géraud (IbPRIA, 2003)

Multiband segmentation using morphological clustering and fusion $application to color image segmentation. - H. Xue; Thierry Géraud; Alexandre Duret-Lutz (ICIP (1), 2003)

Representation and fusion of heterogeneous fuzzy information in the 3D space for model-based structural recognition–Application to 3D brain imaging. - Isabelle Bloch; Thierry Géraud; Henri Maître (Artif. Intell., 2003)

Fast Color Image Segmentation Based on Levellings in Feature Space. - Thierry Géraud; Giovanni Palma; Niels Van Vliet (ICCVG, 2004)

Fast Road Network Extraction in Satellite Images Using Mathematical Morphology and Markov Random Fields. - Thierry Géraud; Jean-Baptiste Mouret (EURASIP J. Adv. Signal Process., 2004)

Ruminations on Tarjan's Union-Find Algorithm and Connected Operators. - Thierry Géraud (ISMM, 2005)

Fusion of spatial relationships for guiding recognition, example of brain structure recognition in 3D MRI. - Isabelle Bloch; Olivier Colliot; Oscar Camara 001; Thierry Géraud (Pattern Recognit. Lett., 2005)

Effective Component Tree Computation with Application to Pattern Recognition in Astronomical Imaging. - Christophe Berger; Thierry Géraud; Roland Levillain; Nicolas Widynski; Anthony Baillard; Emmanuel Bertin (ICIP (4), 2007)

Milena: Write Generic Morphological Algorithms Once, Run on Many Kinds of Images. - Roland Levillain; Thierry Géraud; Laurent Najman (ISMM, 2009)

Why and howto design a generic and efficient image processing framework: The case of the Milena library. - Roland Levillain; Thierry Géraud; Laurent Najman (ICIP, 2010)

Writing Reusable Digital Topology Algorithms in a Generic Image Processing Framework. - Roland Levillain; Thierry Géraud; Laurent Najman (WADGMM, 2010)

The SCRIBO Module of the Olena Platform: A Free Software Framework for Document Image Analysis. - Guillaume Lazzara; Roland Levillain; Thierry Géraud; Yann Jacquelet; Julien Marquegnies; Arthur Crepin-Leblond (ICDAR, 2011)

Context-based energy estimator: Application to object segmentation on the tree of shapes. - Yongchao Xu; Thierry Géraud; Laurent Najman (ICIP, 2012)

Morphological filtering in shape spaces: Applications using tree-based image representations. - Yongchao Xu; Thierry Géraud; Laurent Najman (ICPR, 2012)

Writing Reusable Digital Geometry Algorithms in a Generic Image Processing Framework - Roland Levillain; Thierry Géraud; Laurent Najman (CoRR, 2012)

A fair comparison of many max-tree computation algorithms (Extended version of the paper submitted to ISMM 2013 - Edwin Carlinet; Thierry Géraud (CoRR, 2012)

Salient level lines selection using the Mumford-Shah functional. - Yongchao Xu; Thierry Géraud; Laurent Najman (ICIP, 2013)

A Comparison of Many Max-tree Computation Algorithms. - Edwin Carlinet; Thierry Géraud (ISMM, 2013)

A Quasi-linear Algorithm to Compute the Tree of Shapes of nD Images. - Thierry Géraud; Edwin Carlinet; Sébastien Crozet; Laurent Najman (ISMM, 2013)

Discrete Set-Valued Continuity and Interpolation. - Laurent Najman; Thierry Géraud (ISMM, 2013)

Two Applications of Shape-Based Morphology: Blood Vessels Segmentation and a Generalization of Constrained Connectivity. - Yongchao Xu; Thierry Géraud; Laurent Najman (ISMM, 2013)

Practical Genericity: Writing Image Processing Algorithms Both Reusable and Efficient. - Roland Levillain; Thierry Géraud; Laurent Najman; Edwin Carlinet (CIARP, 2014)

Planting, Growing, and Pruning Trees: Connected Filters Applied to Document Image Analysis. - Guillaume Lazzara; Thierry Géraud; Roland Levillain (Document Analysis Systems, 2014)

On Making nD Images Well-Composed by a Self-dual Local Interpolation. - Nicolas Boutry; Thierry Géraud; Laurent Najman (DGCI, 2014)

Getting a morphological tree of shapes for multivariate images: Paths, traps, and pitfalls. - Edwin Carlinet; Thierry Géraud (ICIP, 2014)

A first parallel algorithm to compute the morphological tree of shapes of nD images. - Sébastien Crozet; Thierry Géraud (ICIP, 2014)

A morphological method for music score staff removal. - Thierry Géraud (ICIP, 2014)

Meaningful disjoint level lines selection. - Yongchao Xu; Edwin Carlinet; Thierry Géraud; Laurent Najman (ICIP, 2014)

A Morphological Tree of Shapes for Color Images. - Edwin Carlinet; Thierry Géraud (ICPR, 2014)

Efficient multiscale Sauvola's binarization. - Guillaume Lazzara; Thierry Géraud (Int. J. Document Anal. Recognit., 2014)

A Comparative Review of Component Tree Computation Algorithms. - Edwin Carlinet; Thierry Géraud (IEEE Trans. Image Process., 2014)

Tree-Based Morse Regions: A Topological Approach to Local Feature Detection. - Yongchao Xu; Pascal Monasse; Thierry Géraud; Laurent Najman (IEEE Trans. Image Process., 2014)

How to make nD images well-composed without interpolation. - Nicolas Boutry; Thierry Géraud; Laurent Najman (ICIP, 2015)

Morphological object picking based on the color tree of shapes. - Edwin Carlinet; Thierry Géraud (IPTA, 2015)

How to Make nD Functions Digitally Well-Composed in a Self-dual Way. - Nicolas Boutry; Thierry Géraud; Laurent Najman (ISMM, 2015)

A Color Tree of Shapes with Illustrations on Filtering, Simplification, and Segmentation. - Edwin Carlinet; Thierry Géraud (ISMM, 2015)

Self-duality and Digital Topology: Links Between the Morphological Tree of Shapes and Well-Composed Gray-Level Images. - Thierry Géraud; Edwin Carlinet; Sébastien Crozet (ISMM, 2015)

Efficient Computation of Attributes and Saliency Maps on Tree-Based Image Representations. - Yongchao Xu; Edwin Carlinet; Thierry Géraud; Laurent Najman (ISMM, 2015)

MToS: A Tree of Shapes for Multivariate Images. - Edwin Carlinet; Thierry Géraud (IEEE Trans. Image Process., 2015)

A challenging issue: Detection of white matter hyperintensities in neonatal brain MRI. - Baptiste Morel; Yongchao Xu; Alessio Virzi; Thierry Géraud; Catherine Adamsbaum; Isabelle Bloch (EMBC, 2016)

Morphology-based hierarchical representation with application to text segmentation in natural images. - Lê Duy Huynh; Yongchao Xu; Thierry Géraud (ICPR, 2016)

Region-based classification of remote sensing images with the morphological tree of shapes. - Gabriele Cavallaro; Mauro Dalla Mura; Edwin Carlinet; Thierry Géraud; Nicola Falco; Jón Atli Benediktsson (IGARSS, 2016)

Connected Filtering on Tree-Based Shape-Spaces. - Yongchao Xu; Thierry Géraud; Laurent Najman (IEEE Trans. Pattern Anal. Mach. Intell., 2016)

Hierarchical image simplification and segmentation based on Mumford-Shah-salient level line selection. - Yongchao Xu; Thierry Géraud; Laurent Najman (Pattern Recognit. Lett., 2016)

Well-Composedness in Alexandrov Spaces Implies Digital Well-Composedness in mathbb Z^n. - Nicolas Boutry; Laurent Najman; Thierry Géraud (DGCI, 2017)

Extraction of Ancient Map Contents Using Trees of Connected Components. - Jordan Drapeau; Thierry Géraud; Mickaël Coustaty; Joseph Chazalon; Jean-Christophe Burie; Véronique Eglin; Stéphane Bres (GREC, 2017)

From neonatal to adult brain MR image segmentation in a few seconds using 3D-like fully convolutional network and transfer learning. - Yongchao Xu; Thierry Géraud; Isabelle Bloch (ICIP, 2017)

Introducing the Dahu Pseudo-Distance. - Thierry Géraud; Yongchao Xu; Edwin Carlinet; Nicolas Boutry (ISMM, 2017)

Morphological Hierarchical Image Decomposition Based on Laplacian 0-Crossings. - Lê Duy Huynh; Yongchao Xu; Thierry Géraud (ISMM, 2017)

White Matter Hyperintensities Segmentation in a Few Seconds Using Fully Convolutional Network and Transfer Learning. - Yongchao Xu; Thierry Géraud; Élodie Puybareau; Isabelle Bloch; Joseph Chazalon (BrainLes@MICCAI, 2017)

Hierarchical Segmentation Using Tree-Based Shape Spaces. - Yongchao Xu; Edwin Carlinet; Thierry Géraud; Laurent Najman (IEEE Trans. Pattern Anal. Mach. Intell., 2017)

Saliency-Based Detection of Identy Documents Captured by Smartphones. - Minh On Vu Ngoc; Jonathan Fabrizio; Thierry Géraud (DAS, 2018)

The Tree of Shapes Turned into a Max-Tree: A Simple and Efficient Linear Algorithm. - Edwin Carlinet; Sébastien Crozet; Thierry Géraud (ICIP, 2018)

Real-Time Document Detection in Smartphone Videos. - Élodie Puybareau; Thierry Géraud (ICIP, 2018)

Intervertebral Disc Segmentation Using Mathematical Morphology - A CNN-Free Approach. - Edwin Carlinet; Thierry Géraud (CSI@MICCAI, 2018)

Left Atrial Segmentation in a Few Seconds Using Fully Convolutional Network and Transfer Learning. - Élodie Puybareau; Zhou Zhao; Younes Khoudli; Edwin Carlinet; Yongchao Xu; Jérôme Lacotte; Thierry Géraud (STACOM@MICCAI, 2018)

An Image Processing Library in Modern C++: Getting Simplicity and Efficiency with Generic Programming. - Michaël Roynard; Edwin Carlinet; Thierry Géraud (RRPR, 2018)

A Tutorial on Well-Composedness. - Nicolas Boutry; Thierry Géraud; Laurent Najman (J. Math. Imaging Vis., 2018)

The challenge of cerebral magnetic resonance imaging in neonates: A new method using mathematical morphology for the segmentation of structures including diffuse excessive high signal intensities. - Yongchao Xu; Baptiste Morel; Sonia Dahdouh; Élodie Puybareau; Alessio Virzi; Hélène Urien; Thierry Géraud; Catherine Adamsbaum; Isabelle Bloch (Medical Image Anal., 2018)

Parallel Computation of Component Trees on Distributed Memory Machines. - Markus Götz; Gabriele Cavallaro; Thierry Géraud; Matthias Book; Morris Riedel (IEEE Trans. Parallel Distributed Syst., 2018)

Using Separated Inputs for Multimodal Brain Tumor Segmentation with 3D U-Net-like Architectures. - Nicolas Boutry; Joseph Chazalon; Élodie Puybareau; Guillaume Tochon; Hugues Talbot; Thierry Géraud (BrainLes@MICCAI (1), 2019)

Estimating the Noise Level Function with the Tree of Shapes and Non-parametric Statistics. - Baptiste Esteban; Guillaume Tochon; Thierry Géraud (CAIP (2), 2019)

Document Detection in Videos Captured by Smartphones using a Saliency-Based Method. - Minh On Vu Ngoc; Jonathan Fabrizio; Thierry Géraud (CBDAR@ICDAR, 2019)

Motion Compensation In Digital Holography For Retinal Imaging. - Julie Rivet; Guillaume Tochon; Serge Meimon; Michel Pâques; Thierry Géraud; Michael Atlan (ISBI, 2019)

An Equivalence Relation Between Morphological Dynamics and Persistent Homology in 1D. - Nicolas Boutry; Thierry Géraud; Laurent Najman (ISMM, 2019)

Introducing Multivariate Connected Openings and Closings. - Edwin Carlinet; Thierry Géraud (ISMM, 2019)

A Two-Stage Temporal-Like Fully Convolutional Network Framework for Left Ventricle Segmentation and Quantification on MR Images. - Zhou Zhao; Nicolas Boutry; Élodie Puybareau; Thierry Géraud (STACOM@MICCAI, 2019)

How to Make n-D Plain Maps Defined on Discrete Surfaces Alexandrov-Well-Composed in a Self-Dual Way. - Nicolas Boutry; Thierry Géraud; Laurent Najman (J. Math. Imaging Vis., 2019)

Braids of partitions for the hierarchical representation and segmentation of multimodal images. - Guillaume Tochon; Mauro Dalla Mura; Miguel Angel Veganzones; Thierry Géraud; Jocelyn Chanussot (Pattern Recognit., 2019)

Connected filters on generalized shape-Spaces. - Lê Duy Huynh; Nicolas Boutry; Thierry Géraud (Pattern Recognit. Lett., 2019)

FOANet: A Focus of Attention Network with Application to Myocardium Segmentation. - Zhou Zhao; Élodie Puybareau; Nicolas Boutry; Thierry Géraud (ICPR, 2020)

Do not Treat Boundaries and Regions Differently: An Example on Heart Left Atrial Segmentation. - Zhou Zhao; Élodie Puybareau; Nicolas Boutry; Thierry Géraud (ICPR, 2020)

A 4D Counter-Example Showing that DWCness Does Not Imply CWCness in nD. - Nicolas Boutry; Rocío González-Díaz; Laurent Najman; Thierry Géraud (IWCIA, 2020)

A Global Benchmark of Algorithms for Segmenting Late Gadolinium-Enhanced Cardiac Magnetic Resonance Imaging. - Zhaohan Xiong; Qing Xia 002; Zhiqiang Hu; Ning Huang; Cheng Bian; Yefeng Zheng 001; Sulaiman Vesal; Nishant Ravikumar; Andreas K. Maier; Xin Yang 009; Pheng-Ann Heng; Dong Ni 001; et al. (CoRR, 2020)

A minimum barrier distance for multivariate images with applications. - Minh On Vu Ngoc; Nicolas Boutry; Jonathan Fabrizio; Thierry Géraud (Comput. Vis. Image Underst., 2020)

Topological Properties of the First Non-Local Digitally Well-Composed Interpolation on n-D Cubical Grids. - Nicolas Boutry; Laurent Najman; Thierry Géraud (J. Math. Imaging Vis., 2020)

Equivalence between Digital Well-Composedness and Well-Composedness in the Sense of Alexandrov on n-D Cubical Grids. - Nicolas Boutry; Laurent Najman; Thierry Géraud (J. Math. Imaging Vis., 2020)

Introducing the Boundary-Aware loss for deep image segmentation. - Minh On Vu Ngoc; Yizi Chen; Nicolas Boutry; Joseph Chazalon; Edwin Carlinet; Clément Mallet; Thierry Géraud (BMVC, 2021)

A New Matching Algorithm Between Trees of Shapes and Its Application to Brain Tumor Segmentation. - Nicolas Boutry; Thierry Géraud (DGMM, 2021)

An Equivalence Relation Between Morphological Dynamics and Persistent Homology in n-D. - Nicolas Boutry; Thierry Géraud; Laurent Najman (DGMM, 2021)

ICDAR 2021 Competition on Historical Map Segmentation. - Joseph Chazalon; Edwin Carlinet; Yizi Chen; Julien Perret; Bertrand Duménieu; Clément Mallet; Thierry Géraud; Vincent Nguyen 001; Nam Nguyen; Josef Baloun; Ladislav Lenc; Pavel Král (ICDAR (4), 2021)

A global benchmark of algorithms for segmenting the left atrium from late gadolinium-enhanced cardiac magnetic resonance imaging. - Zhaohan Xiong; Qing Xia 002; Zhiqiang Hu; Ning Huang; Cheng Bian; Yefeng Zheng 001; Sulaiman Vesal; Nishant Ravikumar; Andreas K. Maier; Xin Yang 009; Pheng-Ann Heng; Dong Ni 001; et al. (Medical Image Anal., 2021)

A Modern C++ Point of View of Programming in Image Processing. - Michaël Roynard; Edwin Carlinet; Thierry Géraud (GPCE, 2022)

A Proof of the Tree of Shapes in n-D. - Thierry Géraud; Nicolas Boutry; Sébastien Crozet; Edwin Carlinet; Laurent Najman (CoRR, 2022)

Continuous Well-Composedness Implies Digital Well-Composedness in n-D. - Nicolas Boutry; Rocío González-Díaz; Laurent Najman; Thierry Géraud (J. Math. Imaging Vis., 2022)

Some Equivalence Relation between Persistent Homology and Morphological Dynamics. - Nicolas Boutry; Laurent Najman; Thierry Géraud (J. Math. Imaging Vis., 2022)

Local Intensity Order Transformation for Robust Curvilinear Object Segmentation. - Tianyi Shi; Nicolas Boutry; Yongchao Xu; Thierry Géraud (IEEE Trans. Image Process., 2022)

Max-Tree Computation on GPUs. - Nicolas Blin; Edwin Carlinet; Florian Lemaitre; Lionel Lacassagne; Thierry Géraud (IEEE Trans. Parallel Distributed Syst., 2022)

The Dahu graph-cut for interactive segmentation on 2D/3D images. - Minh On Vu Ngoc; Edwin Carlinet; Jonathan Fabrizio; Thierry Géraud (Pattern Recognit., 2023)

Weakly Supervised Training for Hologram Verification in Identity Documents. - Glen Pouliquen; Guillaume Chiron; Joseph Chazalon; Thierry Géraud; Ahmad Montaser Awal (ICDAR (1), 2024)

Pathological Prior-Guided Multiple Instance Learning For Mitigating Catastrophic Forgetting in Breast Cancer Whole Slide Image Classification. - Weixi Zheng; Aoling Huang; Jingping Yuan; Haoyu Zhao; Zhou Zhao; Yongchao Xu; Thierry Géraud (ICASSP, 2025)

Leveraging Textual Anatomical Knowledge for Class-Imbalanced Semi-Supervised Multi-Organ Segmentation. - Yuliang Gu; Weilun Tsao; Bo Du 001; Thierry Géraud; Yongchao Xu (CoRR, 2025)