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

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

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

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

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

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

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

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

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

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

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

Some equivalence relation between persistent homology and morphological dynamics. - Boutry, Nicolas; Najman, Laurent; Géraud, Thierry (CoRR, 2022)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

A Tutorial on Well-Composedness. - Boutry, Nicolas; Géraud, Thierry; Najman, Laurent (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. - Xu, Yongchao; Morel, Baptiste; Dahdouh, Sonia; Puybareau, Élodie; Virzi, Alessio; Urien, Hélène; Géraud, Thierry; Adamsbaum, Catherine; Bloch, Isabelle (Medical Image Anal., 2018)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Morphological Filtering in Shape Spaces: Applications using Tree-Based Image Representations - Xu, Yongchao; Géraud, Thierry; Najman, Laurent (CoRR, 2012)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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