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2022

■ The Dahu Graph-Cut for Interactive Segmentation on 2D/3D Images (PR)

■ Local Intensity Order Transformation for Robust Curvilinear Object Segmentation (TIP)

■ Max-tree Computation on GPUs (TPDS)

■ Continuous Well-Composedness Implies Digital Well-Composedness in n-D (JMIV)

■ Some Equivalence Relation between Persistent Homology and Morphological Dynamics (JMIV)

■ A Modern C++ Point of View of Programming in Image Processing (GPCE)

2021

■ A Global Benchmark of Algorithms for Segmenting Late Gadolinium-Enhanced Cardiac Magnetic Resonance Imaging (MedIA)

■ Introducing the Boundary-Aware Loss for Deep Image Segmentation (BMVC)

■ ICDAR 2021 Competition on Historical Map Segmentation (ICDAR)

■ An Equivalence Relation between Morphological Dynamics and Persistent Homology in n-D (DGMM)

■ A New Matching Algorithm between Trees of Shapes and its Application to Brain Tumor Segmentation (DGMM)     [slides]

2020

■ A New Minimum Barrier Distance for Multivariate Images with Applications to Salient Object Detection, Shortest Path Finding, and Segmentation (CVIU)

■ Topological Properties of the First Non-Local Digitally Well-Composed Interpolation on n-D Cubical Grids (JMIV)

■ Equivalence between Digital Well-Composedness and Well-Composedness in the sense of Alexandrov on n-D Cubical Grids (JMIV)

■ FOANet: A Focus of Attention Network with Application to Myocardium Segmentation (ICPR)

■ Do not Treat Boundaries and Regions Differently: An Example on Heart Left Atrial Segmentation (ICPR)

■ Experimental digital Gabor hologram rendering by a model-trained convolutional neural network (arXiv)

■ Using separated inputs for multimodal brain tumor segmentation with 3D U-Net-like architectures (BrainLes @MICCAI)

■ A 4D counter-example showing that DWCness does not imply CWCness in n-D (IWCIA)

■ A Two-Stage Temporal-Like Fully Convolutional Network Framework for Left Ventricle Segmentation and Quantification on MR Images (STACOM)

2019

■ Connected Filters on Generalized Shape-Spaces (PRL)

■ Braids of Partitions for the Hierarchical Representation and Segmentation of Multimodal Images (PR)

■ How to Make n-D Plain Maps defined on Discrete Surfaces Alexandrov-Well-Composed in a Self-dual Way (JMIV)

■ Motion Compensation in Digital Holography for Retinal Imaging (ISBI)     [video]

■ Estimating the Noise Level Function with the Tree of Shapes and Non-Parametric Statistics (CAIP)

■ Introducing Multivariate Connected Openings and Closings (ISMM)     [poster]

■ An Equivalence Relation between Morphological Dynamics and Persistent Homology in 1D (ISMM)     [slides]

■ Deep Neural Networks for Aberrations Compensation in Digital Holographic Imaging of the Retina (SPIE)     [poster]     [slides]

■ Intervertebral Disc Segmentation Using Mathematical Morphology---A CNN-Free Approach (CSI)     [poster]

■ An Image Processing Library in Modern C++: Getting Simplicity and Efficiency with Generic Programming (RRPR)

■ Filtres connexes multivariés par fusion d'arbres de composantes (GRETSI)

■ Estimation du niveau de bruit par arbre des formes et statistiques non paramétriques (GRETSI)

2018

■ Parallel Computation of Component Trees on Distributed Memory Machines (TPDS)

■ 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 (MedIA)

■ A Tutorial on Well-Composedness (JMIV)

■ Real-Time Document Detection in Smartphone Videos (ICIP)     [poster]

■ The Tree of Shapes Turned into a Max-Tree: A Simple and Efficient Linear Algorithm (ICIP)     [poster]

■ Left Atrial Segmentation in a Few Seconds Using Fully Convolutional Network and Transfer Learning (STACOM)     [poster]

■ Saliency-Based Detection of Identity Documents Captured by Smartphones (DAS)     [poster]

■ White Matter Hyperintensities Segmentation In a Few Seconds Using Fully Convolutional Network and Transfer Learning (BrainLes)

■ Un algorithme de complexité linéaire pour le calcul de l'arbre des formes (RFIAP)     [slides]

■ Segmentation des hyperintensités de la matière blanche en quelques secondes à l'aide d'un réseau de neurones convolutif et de transfert d'apprentissage (RFIAP)     [slides]

2017

■ Hierarchical Segmentation Using Tree-Based Shape Spaces (PAMI)

■ Extraction of Ancient Map Contents using Trees of Connected Components (GREC@ICDAR)

■ From Neonatal to Adult Brain MR Image Segmentation in a Few Seconds using 3D-like Fully Convolutional Network and Transfer Learning (ICIP)     [poster]

■ Introducing the Dahu Pseudo-Distance (ISMM)     [slides]

■ Morphological Hierarchical Image Decomposition Based on Laplacian 0-Crossings (ISMM)     [slides]

■ Well-Composedness in Alexandrov Spaces implies Digital Well-Composedness in ℤⁿ (DGCI)     [slides]

■ La pseudo-distance du dahu (ORASIS)

■ Segmentation d'IRM de cerveaux de nouveau-nés en quelques secondes à l'aide d'un FCNN pseudo-3D et de transfert d'apprentissage (GRETSI)     [poster]

2016

■ Connected Filtering on Tree-Based Shape-Spaces (PAMI)     [video]

■ Hierarchical Image Simplification and Segmentation Based on Mumford-Shah Salient Level Line Selection (PRL)

■ Morphology-Based Hierarchical Representation with Application to Text Segmentation in Natural Images (ICPR)     [poster]

■ A Challenging Issue: Detection of White Matter Hyperintensities in Neonatal Brain MRI (EMBC)

■ Region-Based Classification of Remote Sensing Images with the Morphological Tree of Shapes (IGARSS)

2015

■ MToS: A Tree of Shapes for Multivariate Images (TIP)     [images and binaries]

■ Morphological Object Picking Based on the Color Tree of Shapes (IPTA)

■ How to Make nD Images Well-Composed Without Interpolation (ICIP)

■ Self-Duality and Digital Topology: Links Between the Morphological Tree of Shapes and Well-Composed Gray-Level Images (ISMM)     [poster]

■ A Color Tree of Shapes with Illustrations on Filtering, Simplification, and Segmentation (ISMM)     [slides]

■ Efficient Computation of Attributes and Saliency Maps on Tree-Based Image Representations (ISMM)     [poster]

■ How to Make nD Functions Digitally Well-Composed in a Self-Dual Way (ISMM)     [slides]

■ Une approche morphologique de segmentation interactive avec l'arbre des formes couleur (GRETSI)     [poster]

2014

■ Tree-Based Morse Regions: A Topological Approach to Local Feature Detection (TIP)     [video]

■ A Comparative Review of Component Tree Computation Algorithms (TIP)

■ Efficient Multiscale Sauvola's Binarization (IJDAR)

■ Practical Genericity: Writing Image Processing Algorithms Both Reusable and Efficient (CIARP)     [slides]

■ Planting, Growing and Pruning Trees: Connected Filters Applied to Document Image Analysis (DAS)     [slides]

■ On Making nD Images Well-Composed by a Self-Dual Local Interpolation (DGCI)     [slides]

■ Speckle Spot Detection in Ultrasound Images: Application to Speckle Reduction and Speckle Tracking (IUS)

■ A Morphological Method for Music Score Staff Removal (ICIP)     [poster]

■ Tree of Shapes of Multivariate Images: Leads, Traps, and Pitfalls (ICIP)     [poster]

■ A First Parallel Algorithm to Compute the Morphological Tree of Shapes (ICIP)     [poster]

■ Meaningful Disjoint Level Lines Selection (ICIP)     [poster]

■ A Morphological Tree of Shapes for Color Images (ICPR)

■ Espaces des formes basés sur des arbres : définition et applications en traitement d’images et vision par ordinateur (RFIA)

■ Traitement d’images multivariées avec l’arbre des formes (GT GéoDis)     [poster]

■ Une généralisation du bien-composé à la dimension n (GT GéoDis)     [poster]

2013

■ Salient Level Lines Selection using the Mumford-Shah Functional (ICIP)     [poster]

■ A Quasi-Linear Algorithm to Compute the Tree of Shapes of n-D Images (ISMM)     [slides]

■ A Comparison of Many Max-Tree Computation Algorithms (ISMM)     [poster]

■ Discrete Set-Valued Continuity and Interpolation (ISMM)

■ Two Applications of Shape-Based Morphology: Blood Vessels Segmentation and a Generalization of Constrained Connectivity (ISMM)

2012

■ Outil logiciel pour le traitement d'images: Bibliothèque, paradigmes, types et algorithmes (HDR)     [slides]

■ Context-Based Energy Estimator: Application to Object Segmentation on the Tree of Shapes (ICIP)     [poster]

■ Morphological Filtering in Shape Spaces: Applications using Tree-Based Image Representations (ICPR)

■ Writing Reusable Digital Topology Algorithms in a Generic Image Processing Framework (WADGMM-LNCS)

2011

■ The SCRIBO Module of the Olena Platform: a Free Software Framework for Document Image Analysis (ICDAR)     [poster]

■ Une approche générique du logiciel pour le traitement d'images préservant les performances (GRETSI)     [poster]

2010

■ Algorithms for Mathematical Morphology (Mathematical Morphology---From Theory to Applications) (MM-EN)

■ Why and How to Design a Generic and Efficient Image Processing Framework: The Case of the Milena Library (ICIP)     [poster]

■ Writing Reusable Digital Geometry Algorithms in a Generic Image Processing Framework (WADGMM)     [poster]

■ Morphologie et algorithmes (Morphologie mathématique 2 : estimation, choix et mise en oeuvre) (MM-FR)

2009

■ Milena: Write Generic Morphological Algorithms Once, Run on Many Kinds of Images (ISMM)     [slides]

2008

■ Semantics-Driven Genericity: A Sequel to the Static C++ Object-Oriented Programming Paradigm (SCOOP 2) (MPOOL)

2007

■ Effective Component Tree Computation with Application to Pattern Recognition in Astronomical Imaging (ICIP)

■ Algorithme de calcul de l'arbre des composantes avec applications à la reconnaissance des formes en imagerie satellitaire (GRETSI)

2005

■ Standards de Programmation C++ (EN2FR)

■ Fusion of Spatial Relationships for Guiding Recognition---Example of Brain Structure Recognition in 3D MRI (PRL)

■ Project EFIGI: Automatic Classification of Galaxies (ADASS)

■ Ruminations on Tarjan's Union-Find Algorithm and Connected Operators (ISMM)     [slides]

2004

■ Fast Road Network Extraction in Satellite Images using Mathematical Morphology and Markov Random Fields (JASP)

■ Fast Color Image Segmentation Based on Levellings in Feature Space (ICCVG)

■ Generic Algorithmic Blocks Dedicated to Image Processing (ECOOP-PhD)

2003

■ Representation and Fusion of Heterogeneous Fuzzy Information in the 3D Space for Model-Based Structural Recognition---Application to 3D Brain Imaging (AI)

■ Document Type Recognition using Evidence Theory (GREC)     [slides]

■ Segmentation of Curvilinear Objects using a Watershed-Based Curve Adjacency Graph (IbPRIA)

■ Multi-Band Segmentation using Morphological Clustering and Fusion---Application to Color Image Segmentation (ICIP)

■ Fast Road Network Extraction in Satellite Images using Mathematical Morphology and MRF (NSIP)     [slides]

■ A Static C++ Object-Oriented Programming (SCOOP) Paradigm Mixing Benefits of Traditional OOP and Generic Programming (MPOOL)     [slides]

■ Segmentation d'objets curvilignes à l'aide des champs de Markov sur un graphe d'adjacence de courbes issu de l'algorithme de la ligne de partage des eaux (ICISP)

2002

■ Generic Implementation of Morphological Image Operators (ISMM)

2001

■ Applying Generic Programming to Image Processing (AI)     [slides]

■ Generic Design Patterns in C++ (COOTS)

■ Color Image Segmentation based on Automatic Morphological Clustering (ICIP)     [slides]

■ Segmentation d'images en couleur par classification morphologique non supervisée (ICISP)

2000

■ An asynchronous architecture to manage communication, display, and user interaction in distributed virtual environments (EGVE)     [slides]

■ Olena: a Component-Based Platform for Image Processing, mixing Generic, Generative and OO Programming (GCSE)

■ Generic programming redesign of patterns (EuroPLoP)

■ Obtaining genericity for image processing and pattern recognition algorithms (ICPR)

■ A Framework to Dynamically Manage Distributed Virtual Environments (VW)     [slides]

■ Reconnaissance de structures cérébrales à l'aide d'un atlas et par fusion d'informations structurelles floues (RFIA)

1999

■ Atlas-Guided Recognition of Cerebral Structures in MRI using Fusion of Fuzzy Structural Information (CIMAF)

■ Vers une réutilisabilité totale des algorithmes de traitement d'images (GRETSI)

1998

■ Segmentation des structures internes du cerveau en imagerie par résonance magnétique 3D (PhD)

1996

■ Robust Radiometric Parameter Estimation and Automatic Morphological Segmentation of Brain Internal Structures in 3D MR Images (CAR)

1995

■ Segmenting internal structures in 3D MR images of the brain by Markovian relaxation on a watershed based adjacency graph (ICIP)

■ Estimation of Partial Volume Effect using Spatial Context: Application to Morphometry in Cerebral Imaging (MIC)

1993

■ New High Performance 3D Registration Algorithms for 3D Medical Images (SPIEMI)