Thierry Géraud

Orcid: 0000-0002-0380-7948

According to our database1, Thierry Géraud authored at least 96 papers between 1995 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
The Dahu graph-cut for interactive segmentation on 2D/3D images.
Pattern Recognit., April, 2023

2022
Max-Tree Computation on GPUs.
IEEE Trans. Parallel Distributed Syst., 2022

Local Intensity Order Transformation for Robust Curvilinear Object Segmentation.
IEEE Trans. Image Process., 2022

Some Equivalence Relation between Persistent Homology and Morphological Dynamics.
J. Math. Imaging Vis., 2022

Continuous Well-Composedness Implies Digital Well-Composedness in n-D.
J. Math. Imaging Vis., 2022

A Proof of the Tree of Shapes in n-D.
CoRR, 2022

A Modern C++ Point of View of Programming in Image Processing.
Proceedings of the 21st ACM SIGPLAN International Conference on Generative Programming: Concepts and Experiences, 2022

2021
A global benchmark of algorithms for segmenting the left atrium from late gadolinium-enhanced cardiac magnetic resonance imaging.
Medical Image Anal., 2021

ICDAR 2021 Competition on Historical Map Segmentation.
Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

An Equivalence Relation Between Morphological Dynamics and Persistent Homology in n-D.
Proceedings of the Discrete Geometry and Mathematical Morphology, 2021

A New Matching Algorithm Between Trees of Shapes and Its Application to Brain Tumor Segmentation.
Proceedings of the Discrete Geometry and Mathematical Morphology, 2021

Introducing the Boundary-Aware loss for deep image segmentation.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020
Equivalence between Digital Well-Composedness and Well-Composedness in the Sense of Alexandrov on n-D Cubical Grids.
J. Math. Imaging Vis., 2020

Topological Properties of the First Non-Local Digitally Well-Composed Interpolation on n-D Cubical Grids.
J. Math. Imaging Vis., 2020

A minimum barrier distance for multivariate images with applications.
Comput. Vis. Image Underst., 2020

A Global Benchmark of Algorithms for Segmenting Late Gadolinium-Enhanced Cardiac Magnetic Resonance Imaging.
CoRR, 2020

A 4D Counter-Example Showing that DWCness Does Not Imply CWCness in nD.
Proceedings of the Combinatorial Image Analysis - 20th International Workshop, 2020

Do not Treat Boundaries and Regions Differently: An Example on Heart Left Atrial Segmentation.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

FOANet: A Focus of Attention Network with Application to Myocardium Segmentation.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019
Connected filters on generalized shape-Spaces.
Pattern Recognit. Lett., 2019

Braids of partitions for the hierarchical representation and segmentation of multimodal images.
Pattern Recognit., 2019

How to Make n-D Plain Maps Defined on Discrete Surfaces Alexandrov-Well-Composed in a Self-Dual Way.
J. Math. Imaging Vis., 2019

A Two-Stage Temporal-Like Fully Convolutional Network Framework for Left Ventricle Segmentation and Quantification on MR Images.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges, 2019

Introducing Multivariate Connected Openings and Closings.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2019

An Equivalence Relation Between Morphological Dynamics and Persistent Homology in 1D.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2019

Motion Compensation In Digital Holography For Retinal Imaging.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Document Detection in Videos Captured by Smartphones using a Saliency-Based Method.
Proceedings of the 8th International Workshop on Camera-Based Document Analysis and Recognition, 2019

Estimating the Noise Level Function with the Tree of Shapes and Non-parametric Statistics.
Proceedings of the Computer Analysis of Images and Patterns, 2019

Using Separated Inputs for Multimodal Brain Tumor Segmentation with 3D U-Net-like Architectures.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2019

2018
Parallel Computation of Component Trees on Distributed Memory Machines.
IEEE Trans. Parallel Distributed Syst., 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.
Medical Image Anal., 2018

A Tutorial on Well-Composedness.
J. Math. Imaging Vis., 2018

An Image Processing Library in Modern C++: Getting Simplicity and Efficiency with Generic Programming.
Proceedings of the Reproducible Research in Pattern Recognition, 2018

Left Atrial Segmentation in a Few Seconds Using Fully Convolutional Network and Transfer Learning.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges, 2018

Intervertebral Disc Segmentation Using Mathematical Morphology - A CNN-Free Approach.
Proceedings of the Computational Methods and Clinical Applications for Spine Imaging, 2018

Real-Time Document Detection in Smartphone Videos.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

The Tree of Shapes Turned into a Max-Tree: A Simple and Efficient Linear Algorithm.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Saliency-Based Detection of Identy Documents Captured by Smartphones.
Proceedings of the 13th IAPR International Workshop on Document Analysis Systems, 2018

2017
Hierarchical Segmentation Using Tree-Based Shape Spaces.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

White Matter Hyperintensities Segmentation in a Few Seconds Using Fully Convolutional Network and Transfer Learning.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2017

Morphological Hierarchical Image Decomposition Based on Laplacian 0-Crossings.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2017

Introducing the Dahu Pseudo-Distance.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2017

From neonatal to adult brain MR image segmentation in a few seconds using 3D-like fully convolutional network and transfer learning.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Extraction of Ancient Map Contents Using Trees of Connected Components.
Proceedings of the Graphics Recognition, Current Trends and Evolutions, 2017

Well-Composedness in Alexandrov Spaces Implies Digital Well-Composedness in \mathbb Z^n.
Proceedings of the Discrete Geometry for Computer Imagery, 2017

2016
Hierarchical image simplification and segmentation based on Mumford-Shah-salient level line selection.
Pattern Recognit. Lett., 2016

Connected Filtering on Tree-Based Shape-Spaces.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Region-based classification of remote sensing images with the morphological tree of shapes.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Morphology-based hierarchical representation with application to text segmentation in natural images.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

A challenging issue: Detection of white matter hyperintensities in neonatal brain MRI.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015
MToS: A Tree of Shapes for Multivariate Images.
IEEE Trans. Image Process., 2015

Efficient Computation of Attributes and Saliency Maps on Tree-Based Image Representations.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2015

Self-duality and Digital Topology: Links Between the Morphological Tree of Shapes and Well-Composed Gray-Level Images.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2015

A Color Tree of Shapes with Illustrations on Filtering, Simplification, and Segmentation.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2015

How to Make nD Functions Digitally Well-Composed in a Self-dual Way.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2015

Morphological object picking based on the color tree of shapes.
Proceedings of the 2015 International Conference on Image Processing Theory, 2015

How to make nD images well-composed without interpolation.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

2014
Tree-Based Morse Regions: A Topological Approach to Local Feature Detection.
IEEE Trans. Image Process., 2014

A Comparative Review of Component Tree Computation Algorithms.
IEEE Trans. Image Process., 2014

Efficient multiscale Sauvola's binarization.
Int. J. Document Anal. Recognit., 2014

A Morphological Tree of Shapes for Color Images.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Meaningful disjoint level lines selection.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

A morphological method for music score staff removal.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

A first parallel algorithm to compute the morphological tree of shapes of nD images.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Getting a morphological tree of shapes for multivariate images: Paths, traps, and pitfalls.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

On Making nD Images Well-Composed by a Self-dual Local Interpolation.
Proceedings of the Discrete Geometry for Computer Imagery, 2014

Planting, Growing, and Pruning Trees: Connected Filters Applied to Document Image Analysis.
Proceedings of the 11th IAPR International Workshop on Document Analysis Systems, 2014

Practical Genericity: Writing Image Processing Algorithms Both Reusable and Efficient.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2014

2013
Two Applications of Shape-Based Morphology: Blood Vessels Segmentation and a Generalization of Constrained Connectivity.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2013

Discrete Set-Valued Continuity and Interpolation.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2013

A Quasi-linear Algorithm to Compute the Tree of Shapes of <i>n</i>D Images.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2013

A Comparison of Many Max-tree Computation Algorithms.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2013

Salient level lines selection using the Mumford-Shah functional.
Proceedings of the IEEE International Conference on Image Processing, 2013

2012
A fair comparison of many max-tree computation algorithms (Extended version of the paper submitted to ISMM 2013
CoRR, 2012

Writing Reusable Digital Geometry Algorithms in a Generic Image Processing Framework
CoRR, 2012

Morphological filtering in shape spaces: Applications using tree-based image representations.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Context-based energy estimator: Application to object segmentation on the tree of shapes.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

2011
The SCRIBO Module of the Olena Platform: A Free Software Framework for Document Image Analysis.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

2010
Writing Reusable Digital Topology Algorithms in a Generic Image Processing Framework.
Proceedings of the Applications of Discrete Geometry and Mathematical Morphology, 2010

Why and howto design a generic and efficient image processing framework: The case of the Milena library.
Proceedings of the International Conference on Image Processing, 2010

2009
Milena: Write Generic Morphological Algorithms Once, Run on Many Kinds of Images.
Proceedings of the Mathematical Morphology and Its Application to Signal and Image Processing, 2009

2007
Effective Component Tree Computation with Application to Pattern Recognition in Astronomical Imaging.
Proceedings of the International Conference on Image Processing, 2007

2005
Fusion of spatial relationships for guiding recognition, example of brain structure recognition in 3D MRI.
Pattern Recognit. Lett., 2005

Ruminations on Tarjan's Union-Find Algorithm and Connected Operators.
Proceedings of the Mathematical Morphology: 40 Years On, 2005

2004
Fast Road Network Extraction in Satellite Images Using Mathematical Morphology and Markov Random Fields.
EURASIP J. Adv. Signal Process., 2004

Fast Color Image Segmentation Based on Levellings in Feature Space.
Proceedings of the International Conference on Computer Vision and Graphics, 2004

2003
Representation and fusion of heterogeneous fuzzy information in the 3D space for model-based structural recognition--Application to 3D brain imaging.
Artif. Intell., 2003

Multiband segmentation using morphological clustering and fusion $application to color image segmentation.
Proceedings of the 2003 International Conference on Image Processing, 2003

Segmentation of Curvilinear Objects Using a Watershed-Based Curve Adjacency Graph.
Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003

2001
Color image segmentation based on automatic morphological clustering.
Proceedings of the 2001 International Conference on Image Processing, 2001

Design Patterns for Generic Programming in C++.
Proceedings of the 6th USENIX Conference on Object-Oriented Technologies and Systems, January 29, 2001

2000
A Framework to Dynamically Manage Distributed Virtual Environments.
Proceedings of the Virtual Worlds, Second International Conference, 2000

Obtaining Genericity for Image Processing and Pattern Recognition Algorithms.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Generic Programming Redesign of Patterns.
Proceedings of the 5th European Conference on Pattern Languages of Programms (EuroPLoP '2000), 2000

An Asynchronous Architecture to Manage Communication, Display, and User Interaction in Distributed Virtual Environments.
Proceedings of the 6th Eurographics Workshop on Virtual Environments, 2000

1995
Segmenting internal structures in 3D MR images of the brain by Markovian relaxation on a watershed based adjacency graph.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995


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