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Thierry Géraud
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2020 – today
- 2024
- [c69]Glen Pouliquen, Guillaume Chiron, Joseph Chazalon, Thierry Géraud, Ahmad Montaser Awal:
Weakly Supervised Training for Hologram Verification in Identity Documents. ICDAR (1) 2024: 17-33 - [i10]Glen Pouliquen, Guillaume Chiron, Joseph Chazalon, Thierry Géraud, Ahmad Montaser Awal:
Weakly Supervised Training for Hologram Verification in Identity Documents. CoRR abs/2404.17253 (2024) - 2023
- [j25]Minh On Vu Ngoc, Edwin Carlinet, Jonathan Fabrizio, Thierry Géraud:
The Dahu graph-cut for interactive segmentation on 2D/3D images. Pattern Recognit. 136: 109207 (2023) - 2022
- [j24]Nicolas Boutry, Rocío González-Díaz, Laurent Najman, Thierry Géraud:
Continuous Well-Composedness Implies Digital Well-Composedness in n-D. J. Math. Imaging Vis. 64(2): 131-150 (2022) - [j23]Nicolas Boutry, Laurent Najman, Thierry Géraud:
Some Equivalence Relation between Persistent Homology and Morphological Dynamics. J. Math. Imaging Vis. 64(7): 807-824 (2022) - [j22]Tianyi Shi, Nicolas Boutry, Yongchao Xu, Thierry Géraud:
Local Intensity Order Transformation for Robust Curvilinear Object Segmentation. IEEE Trans. Image Process. 31: 2557-2569 (2022) - [j21]Nicolas Blin, Edwin Carlinet, Florian Lemaitre, Lionel Lacassagne, Thierry Géraud:
Max-Tree Computation on GPUs. IEEE Trans. Parallel Distributed Syst. 33(12): 3520-3531 (2022) - [c68]Michaël Roynard, Edwin Carlinet, Thierry Géraud:
A Modern C++ Point of View of Programming in Image Processing. GPCE 2022: 164-171 - [i9]Tianyi Shi, Nicolas Boutry, Yongchao Xu, Thierry Géraud:
Local Intensity Order Transformation for Robust Curvilinear Object Segmentation. CoRR abs/2202.12587 (2022) - [i8]Nicolas Boutry, Laurent Najman, Thierry Géraud:
Some equivalence relation between persistent homology and morphological dynamics. CoRR abs/2205.12546 (2022) - [i7]Thierry Géraud, Nicolas Boutry, Sébastien Crozet, Edwin Carlinet, Laurent Najman:
A Proof of the Tree of Shapes in n-D. CoRR abs/2206.05109 (2022) - 2021
- [j20]Zhaohan Xiong, Qing Xia, Zhiqiang Hu, Ning Huang, Cheng Bian, Yefeng Zheng, Sulaiman Vesal, Nishant Ravikumar, Andreas K. Maier, Xin Yang, Pheng-Ann Heng, Dong Ni, Caizi Li, Qianqian Tong, Weixin Si, Élodie Puybareau, Younes Khoudli, Thierry Géraud, Jichao Zhao:
A global benchmark of algorithms for segmenting the left atrium from late gadolinium-enhanced cardiac magnetic resonance imaging. Medical Image Anal. 67: 101832 (2021) - [c67]Minh On Vu Ngoc, Yizi Chen, Nicolas Boutry, Joseph Chazalon, Edwin Carlinet, Clément Mallet, Thierry Géraud:
Introducing the Boundary-Aware loss for deep image segmentation. BMVC 2021: 215 - [c66]Nicolas Boutry, Thierry Géraud:
A New Matching Algorithm Between Trees of Shapes and Its Application to Brain Tumor Segmentation. DGMM 2021: 67-78 - [c65]Nicolas Boutry, Thierry Géraud, Laurent Najman:
An Equivalence Relation Between Morphological Dynamics and Persistent Homology in n-D. DGMM 2021: 525-537 - [c64]Joseph Chazalon, Edwin Carlinet, Yizi Chen, Julien Perret, Bertrand Duménieu, Clément Mallet, Thierry Géraud, Vincent Nguyen, Nam Nguyen, Josef Baloun, Ladislav Lenc, Pavel Král:
ICDAR 2021 Competition on Historical Map Segmentation. ICDAR (4) 2021: 693-707 - [i6]Joseph Chazalon, Edwin Carlinet, Yizi Chen, Julien Perret, Bertrand Duménieu, Clément Mallet, Thierry Géraud, Vincent Nguyen, Nam Nguyen, Josef Baloun, Ladislav Lenc, Pavel Král:
ICDAR 2021 Competition on Historical Map Segmentation. CoRR abs/2105.13265 (2021) - 2020
- [j19]Minh On Vu Ngoc, Nicolas Boutry, Jonathan Fabrizio, Thierry Géraud:
A minimum barrier distance for multivariate images with applications. Comput. Vis. Image Underst. 197-198: 102993 (2020) - [j18]Nicolas Boutry, Laurent Najman, Thierry Géraud:
Topological Properties of the First Non-Local Digitally Well-Composed Interpolation on n-D Cubical Grids. J. Math. Imaging Vis. 62(9): 1256-1284 (2020) - [j17]Nicolas Boutry, Laurent Najman, Thierry Géraud:
Equivalence between Digital Well-Composedness and Well-Composedness in the Sense of Alexandrov on n-D Cubical Grids. J. Math. Imaging Vis. 62(9): 1285-1333 (2020) - [c63]Zhou Zhao, Élodie Puybareau, Nicolas Boutry, Thierry Géraud:
FOANet: A Focus of Attention Network with Application to Myocardium Segmentation. ICPR 2020: 1120-1127 - [c62]Zhou Zhao, Élodie Puybareau, Nicolas Boutry, Thierry Géraud:
Do not Treat Boundaries and Regions Differently: An Example on Heart Left Atrial Segmentation. ICPR 2020: 7447-7453 - [c61]Nicolas Boutry, Rocío González-Díaz, Laurent Najman, Thierry Géraud:
A 4D Counter-Example Showing that DWCness Does Not Imply CWCness in nD. IWCIA 2020: 73-87 - [i5]Zhaohan Xiong, Qing Xia, Zhiqiang Hu, Ning Huang, Cheng Bian, Yefeng Zheng, Sulaiman Vesal, Nishant Ravikumar, Andreas K. Maier, Xin Yang, Pheng-Ann Heng, Dong Ni, Caizi Li, Qianqian Tong, Weixin Si, Élodie Puybareau, Younes Khoudli, Thierry Géraud, Chen Chen, Wenjia Bai, Daniel Rueckert, Lingchao Xu, Xiahai Zhuang, Xinzhe Luo, Shuman Jia, Maxime Sermesant, Yashu Liu, Kuanquan Wang, Davide Borra, Alessandro Masci, Cristiana Corsi, Coen de Vente, Mitko Veta, Rashed Karim, Chandrakanth Jayachandran Preetha, Sandy Engelhardt, Mengyun Qiao, Yuanyuan Wang, Qian Tao, Marta Nuñez Garcia, Oscar Camara, Nicoló Savioli, Pablo Lamata, Jichao Zhao:
A Global Benchmark of Algorithms for Segmenting Late Gadolinium-Enhanced Cardiac Magnetic Resonance Imaging. CoRR abs/2004.12314 (2020)
2010 – 2019
- 2019
- [j16]Nicolas Boutry, Thierry Géraud, Laurent Najman:
How to Make n-D Plain Maps Defined on Discrete Surfaces Alexandrov-Well-Composed in a Self-Dual Way. J. Math. Imaging Vis. 61(6): 849-873 (2019) - [j15]Guillaume Tochon, Mauro Dalla Mura, Miguel Angel Veganzones, Thierry Géraud, Jocelyn Chanussot:
Braids of partitions for the hierarchical representation and segmentation of multimodal images. Pattern Recognit. 95: 162-172 (2019) - [j14]Lê Duy Huynh, Nicolas Boutry, Thierry Géraud:
Connected filters on generalized shape-Spaces. Pattern Recognit. Lett. 128: 348-354 (2019) - [c60]Nicolas Boutry, Joseph Chazalon, Élodie Puybareau, Guillaume Tochon, Hugues Talbot, Thierry Géraud:
Using Separated Inputs for Multimodal Brain Tumor Segmentation with 3D U-Net-like Architectures. BrainLes@MICCAI (1) 2019: 187-199 - [c59]Baptiste Esteban, Guillaume Tochon, Thierry Géraud:
Estimating the Noise Level Function with the Tree of Shapes and Non-parametric Statistics. CAIP (2) 2019: 377-388 - [c58]Minh On Vu Ngoc, Jonathan Fabrizio, Thierry Géraud:
Document Detection in Videos Captured by Smartphones using a Saliency-Based Method. CBDAR@ICDAR 2019: 19-24 - [c57]Julie Rivet, Guillaume Tochon, Serge Meimon, Michel Pâques, Thierry Géraud, Michael Atlan:
Motion Compensation In Digital Holography For Retinal Imaging. ISBI 2019: 1428-1431 - [c56]Nicolas Boutry, Thierry Géraud, Laurent Najman:
An Equivalence Relation Between Morphological Dynamics and Persistent Homology in 1D. ISMM 2019: 57-68 - [c55]Edwin Carlinet, Thierry Géraud:
Introducing Multivariate Connected Openings and Closings. ISMM 2019: 215-227 - [c54]Zhou Zhao, Nicolas Boutry, Élodie Puybareau, Thierry Géraud:
A Two-Stage Temporal-Like Fully Convolutional Network Framework for Left Ventricle Segmentation and Quantification on MR Images. STACOM@MICCAI 2019: 405-413 - 2018
- [j13]Nicolas Boutry, Thierry Géraud, Laurent Najman:
A Tutorial on Well-Composedness. J. Math. Imaging Vis. 60(3): 443-478 (2018) - [j12]Yongchao Xu, Baptiste Morel, Sonia Dahdouh, Élodie Puybareau, Alessio Virzi, Hélène Urien, Thierry Géraud, Catherine Adamsbaum, Isabelle Bloch:
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. 48: 75-94 (2018) - [j11]Markus Götz, Gabriele Cavallaro, Thierry Géraud, Matthias Book, Morris Riedel:
Parallel Computation of Component Trees on Distributed Memory Machines. IEEE Trans. Parallel Distributed Syst. 29(11): 2582-2598 (2018) - [c53]Minh On Vu Ngoc, Jonathan Fabrizio, Thierry Géraud:
Saliency-Based Detection of Identy Documents Captured by Smartphones. DAS 2018: 387-392 - [c52]Edwin Carlinet, Sébastien Crozet, Thierry Géraud:
The Tree of Shapes Turned into a Max-Tree: A Simple and Efficient Linear Algorithm. ICIP 2018: 1488-1492 - [c51]Élodie Puybareau, Thierry Géraud:
Real-Time Document Detection in Smartphone Videos. ICIP 2018: 1498-1502 - [c50]Edwin Carlinet, Thierry Géraud:
Intervertebral Disc Segmentation Using Mathematical Morphology - A CNN-Free Approach. CSI@MICCAI 2018: 105-118 - [c49]Élodie Puybareau, Zhou Zhao, Younes Khoudli, Edwin Carlinet, Yongchao Xu, Jérôme Lacotte, Thierry Géraud:
Left Atrial Segmentation in a Few Seconds Using Fully Convolutional Network and Transfer Learning. STACOM@MICCAI 2018: 339-347 - [c48]Michaël Roynard, Edwin Carlinet, Thierry Géraud:
An Image Processing Library in Modern C++: Getting Simplicity and Efficiency with Generic Programming. RRPR 2018: 121-137 - 2017
- [j10]Yongchao Xu, Edwin Carlinet, Thierry Géraud, Laurent Najman:
Hierarchical Segmentation Using Tree-Based Shape Spaces. IEEE Trans. Pattern Anal. Mach. Intell. 39(3): 457-469 (2017) - [c47]Nicolas Boutry, Laurent Najman, Thierry Géraud:
Well-Composedness in Alexandrov Spaces Implies Digital Well-Composedness in \mathbb Z^n. DGCI 2017: 225-237 - [c46]Jordan Drapeau, Thierry Géraud, Mickaël Coustaty, Joseph Chazalon, Jean-Christophe Burie, Véronique Eglin, Stéphane Bres:
Extraction of Ancient Map Contents Using Trees of Connected Components. GREC 2017: 115-130 - [c45]Jordan Drapeau, Thierry Géraud, Mickaël Coustaty, Joseph Chazalon, Jean-Christophe Burie, Véronique Eglin, Stéphane Bres:
Extraction of Ancient Map Contents Using Trees of Connected Components. GREC@ICDAR 2017: 3-4 - [c44]Yongchao Xu, Thierry Géraud, Isabelle Bloch:
From neonatal to adult brain MR image segmentation in a few seconds using 3D-like fully convolutional network and transfer learning. ICIP 2017: 4417-4421 - [c43]Thierry Géraud, Yongchao Xu, Edwin Carlinet, Nicolas Boutry:
Introducing the Dahu Pseudo-Distance. ISMM 2017: 55-67 - [c42]Lê Duy Huynh, Yongchao Xu, Thierry Géraud:
Morphological Hierarchical Image Decomposition Based on Laplacian 0-Crossings. ISMM 2017: 159-171 - [c41]Yongchao Xu, Thierry Géraud, Élodie Puybareau, Isabelle Bloch, Joseph Chazalon:
White Matter Hyperintensities Segmentation in a Few Seconds Using Fully Convolutional Network and Transfer Learning. BrainLes@MICCAI 2017: 501-514 - 2016
- [j9]Yongchao Xu, Thierry Géraud, Laurent Najman:
Connected Filtering on Tree-Based Shape-Spaces. IEEE Trans. Pattern Anal. Mach. Intell. 38(6): 1126-1140 (2016) - [j8]Yongchao Xu, Thierry Géraud, Laurent Najman:
Hierarchical image simplification and segmentation based on Mumford-Shah-salient level line selection. Pattern Recognit. Lett. 83: 278-286 (2016) - [c40]Baptiste Morel, Yongchao Xu, Alessio Virzi, Thierry Géraud, Catherine Adamsbaum, Isabelle Bloch:
A challenging issue: Detection of white matter hyperintensities in neonatal brain MRI. EMBC 2016: 93-96 - [c39]Lê Duy Huynh, Yongchao Xu, Thierry Géraud:
Morphology-based hierarchical representation with application to text segmentation in natural images. ICPR 2016: 4029-4034 - [c38]Gabriele Cavallaro, Mauro Dalla Mura, Edwin Carlinet, Thierry Géraud, Nicola Falco, Jón Atli Benediktsson:
Region-based classification of remote sensing images with the morphological tree of shapes. IGARSS 2016: 5087-5090 - [i4]Yongchao Xu, Thierry Géraud, Laurent Najman:
Hierarchical image simplification and segmentation based on Mumford-Shah-salient level line selection. CoRR abs/1603.04838 (2016) - 2015
- [j7]Edwin Carlinet, Thierry Géraud:
MToS: A Tree of Shapes for Multivariate Images. IEEE Trans. Image Process. 24(12): 5330-5342 (2015) - [c37]Nicolas Boutry, Thierry Géraud, Laurent Najman:
How to make nD images well-composed without interpolation. ICIP 2015: 2149-2153 - [c36]Edwin Carlinet, Thierry Géraud:
Morphological object picking based on the color tree of shapes. IPTA 2015: 125-130 - [c35]Edwin Carlinet, Thierry Géraud:
A Color Tree of Shapes with Illustrations on Filtering, Simplification, and Segmentation. ISMM 2015: 363-374 - [c34]Nicolas Boutry, Thierry Géraud, Laurent Najman:
How to Make nD Functions Digitally Well-Composed in a Self-dual Way. ISMM 2015: 561-572 - [c33]Thierry Géraud, Edwin Carlinet, Sébastien Crozet:
Self-duality and Digital Topology: Links Between the Morphological Tree of Shapes and Well-Composed Gray-Level Images. ISMM 2015: 573-584 - [c32]Yongchao Xu, Edwin Carlinet, Thierry Géraud, Laurent Najman:
Efficient Computation of Attributes and Saliency Maps on Tree-Based Image Representations. ISMM 2015: 693-704 - 2014
- [j6]Guillaume Lazzara, Thierry Géraud:
Efficient multiscale Sauvola's binarization. Int. J. Document Anal. Recognit. 17(2): 105-123 (2014) - [j5]Edwin Carlinet, Thierry Géraud:
A Comparative Review of Component Tree Computation Algorithms. IEEE Trans. Image Process. 23(9): 3885-3895 (2014) - [j4]Yongchao Xu, Pascal Monasse, Thierry Géraud, Laurent Najman:
Tree-Based Morse Regions: A Topological Approach to Local Feature Detection. IEEE Trans. Image Process. 23(12): 5612-5625 (2014) - [c31]Roland Levillain, Thierry Géraud, Laurent Najman, Edwin Carlinet:
Practical Genericity: Writing Image Processing Algorithms Both Reusable and Efficient. CIARP 2014: 70-79 - [c30]Guillaume Lazzara, Thierry Géraud, Roland Levillain:
Planting, Growing, and Pruning Trees: Connected Filters Applied to Document Image Analysis. Document Analysis Systems 2014: 36-40 - [c29]Nicolas Boutry, Thierry Géraud, Laurent Najman:
On Making nD Images Well-Composed by a Self-dual Local Interpolation. DGCI 2014: 320-331 - [c28]Edwin Carlinet, Thierry Géraud:
Getting a morphological tree of shapes for multivariate images: Paths, traps, and pitfalls. ICIP 2014: 615-619 - [c27]Thierry Géraud:
A morphological method for music score staff removal. ICIP 2014: 2599-2603 - [c26]Sébastien Crozet, Thierry Géraud:
A first parallel algorithm to compute the morphological tree of shapes of nD images. ICIP 2014: 2933-2937 - [c25]Yongchao Xu, Edwin Carlinet, Thierry Géraud, Laurent Najman:
Meaningful disjoint level lines selection. ICIP 2014: 2938-2942 - [c24]Edwin Carlinet, Thierry Géraud:
A Morphological Tree of Shapes for Color Images. ICPR 2014: 1132-1137 - 2013
- [c23]Yongchao Xu, Thierry Géraud, Laurent Najman:
Salient level lines selection using the Mumford-Shah functional. ICIP 2013: 1227-1231 - [c22]Laurent Najman, Thierry Géraud:
Discrete Set-Valued Continuity and Interpolation. ISMM 2013: 37-48 - [c21]Edwin Carlinet, Thierry Géraud:
A Comparison of Many Max-tree Computation Algorithms. ISMM 2013: 73-85 - [c20]Thierry Géraud, Edwin Carlinet, Sébastien Crozet, Laurent Najman:
A Quasi-linear Algorithm to Compute the Tree of Shapes of nD Images. ISMM 2013: 98-110 - [c19]Yongchao Xu, Thierry Géraud, Laurent Najman:
Two Applications of Shape-Based Morphology: Blood Vessels Segmentation and a Generalization of Constrained Connectivity. ISMM 2013: 390-401 - 2012
- [c18]Yongchao Xu, Thierry Géraud, Laurent Najman:
Context-based energy estimator: Application to object segmentation on the tree of shapes. ICIP 2012: 1577-1580 - [c17]Yongchao Xu, Thierry Géraud, Laurent Najman:
Morphological filtering in shape spaces: Applications using tree-based image representations. ICPR 2012: 485-488 - [i3]Yongchao Xu, Thierry Géraud, Laurent Najman:
Morphological Filtering in Shape Spaces: Applications using Tree-Based Image Representations. CoRR abs/1204.4758 (2012) - [i2]Roland Levillain, Thierry Géraud, Laurent Najman:
Writing Reusable Digital Geometry Algorithms in a Generic Image Processing Framework. CoRR abs/1209.4233 (2012) - [i1]Edwin Carlinet, Thierry Géraud:
A fair comparison of many max-tree computation algorithms (Extended version of the paper submitted to ISMM 2013. CoRR abs/1212.1819 (2012) - 2011
- [c16]Guillaume Lazzara, Roland Levillain, Thierry Géraud, Yann Jacquelet, Julien Marquegnies, Arthur Crepin-Leblond:
The SCRIBO Module of the Olena Platform: A Free Software Framework for Document Image Analysis. ICDAR 2011: 252-258 - 2010
- [c15]Roland Levillain, Thierry Géraud, Laurent Najman:
Why and howto design a generic and efficient image processing framework: The case of the Milena library. ICIP 2010: 1941-1944 - [c14]Roland Levillain, Thierry Géraud, Laurent Najman:
Writing Reusable Digital Topology Algorithms in a Generic Image Processing Framework. WADGMM 2010: 140-153
2000 – 2009
- 2009
- [c13]Roland Levillain, Thierry Géraud, Laurent Najman:
Milena: Write Generic Morphological Algorithms Once, Run on Many Kinds of Images. ISMM 2009: 295-306 - 2007
- [c12]Christophe Berger, Thierry Géraud, Roland Levillain, Nicolas Widynski, Anthony Baillard, Emmanuel Bertin:
Effective Component Tree Computation with Application to Pattern Recognition in Astronomical Imaging. ICIP (4) 2007: 41-44 - 2005
- [j3]Isabelle Bloch, Olivier Colliot, Oscar Camara, Thierry Géraud:
Fusion of spatial relationships for guiding recognition, example of brain structure recognition in 3D MRI. Pattern Recognit. Lett. 26(4): 449-457 (2005) - [c11]Thierry Géraud:
Ruminations on Tarjan's Union-Find Algorithm and Connected Operators. ISMM 2005: 105-116 - 2004
- [j2]Thierry Géraud, Jean-Baptiste Mouret:
Fast Road Network Extraction in Satellite Images Using Mathematical Morphology and Markov Random Fields. EURASIP J. Adv. Signal Process. 2004(16): 2503-2514 (2004) - [c10]Thierry Géraud, Giovanni Palma, Niels Van Vliet:
Fast Color Image Segmentation Based on Levellings in Feature Space. ICCVG 2004: 800-813 - 2003
- [j1]Isabelle Bloch, Thierry Géraud, Henri Maître:
Representation and fusion of heterogeneous fuzzy information in the 3D space for model-based structural recognition--Application to 3D brain imaging. Artif. Intell. 148(1-2): 141-175 (2003) - [c9]Thierry Géraud:
Segmentation of Curvilinear Objects Using a Watershed-Based Curve Adjacency Graph. IbPRIA 2003: 279-286 - [c8]H. Xue, Thierry Géraud, Alexandre Duret-Lutz:
Multiband segmentation using morphological clustering and fusion $application to color image segmentation. ICIP (1) 2003: 353-356 - 2001
- [c7]Alexandre Duret-Lutz, Thierry Géraud, Akim Demaille:
Design Patterns for Generic Programming in C++. COOTS 2001: 189-202 - [c6]Thierry Géraud, Pierre-Yves Strub, Jérôme Darbon:
Color image segmentation based on automatic morphological clustering. ICIP (3) 2001: 70-73 - 2000
- [c5]Yoann Fabre, Guillaume Pitel, Laurent Soubrevilla, Emmanuel Marchand, Thierry Géraud, Akim Demaille:
An Asynchronous Architecture to Manage Communication, Display, and User Interaction in Distributed Virtual Environments. EGVE 2000: 105-113 - [c4]Thierry Géraud, Alexandre Duret-Lutz:
Generic Programming Redesign of Patterns. EuroPLoP 2000: 283-294 - [c3]Thierry Géraud, Yoann Fabre, Alexandre Duret-Lutz:
Obtaining Genericity for Image Processing and Pattern Recognition Algorithms. ICPR 2000: 4816-4819 - [c2]Yoann Fabre, Guillaume Pitel, Laurent Soubrevilla, Emmanuel Marchand, Thierry Géraud, Akim Demaille:
A Framework to Dynamically Manage Distributed Virtual Environments. Virtual Worlds 2000: 54-64
1990 – 1999
- 1995
- [c1]Thierry Géraud, Jean-François Mangin, Isabelle Bloch, Henri Maître:
Segmenting internal structures in 3D MR images of the brain by Markovian relaxation on a watershed based adjacency graph. ICIP (3) 1995: 548-551
Coauthor Index
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