Nicolas Boutry

Publications

Article dans une revue (14)

Explaning with trees: interpreting CNNs using hierarchies Caroline Mazini Rodrigues,Nicolas Boutry,Laurent Najman Transactions of Machine Learning Research, In press Article dans une revue hal-04614933v2
Cyberattack detection through GPML: Graph Processing for Machine Learning Majed Jaber,Julien Michel,Nicolas Boutry,Pierre Parrend SoftwareX, 2025, 31, ⟨10.1016/j.softx.2025.102308⟩ Article dans une revue hal-05280132v1
Transforming gradient-based techniques into interpretable methods Caroline Mazini Rodrigues,Nicolas Boutry,Laurent Najman Pattern Recognition Letters, 2024, 184, pp.66-73. ⟨10.1016/j.patrec.2024.06.006⟩ Article dans une revue hal-04414672v2
Introducing PC n-Manifolds and P-well-composedness in Partially Ordered Sets Nicolas Boutry Journal of Mathematical Imaging and Vision, 2023, 66, pp.1--21. ⟨10.1007/s10851-023-01159-6⟩ Article dans une revue hal-04579595v1
Some equivalence relation between persistent homology and morphological dynamics Nicolas Boutry,Laurent Najman,Thierry Géraud Journal of Mathematical Imaging and Vision, 2022, 64, pp.807--824. ⟨10.1007/s10851-022-01104-z⟩ Article dans une revue hal-03676854v1
Local Intensity Order Transformation for Robust Curvilinear Object Segmentation Tianyi Shi,Nicolas Boutry,Yongchao Xu,Thierry Géraud IEEE Transactions on Image Processing, 2022, 31, pp.2557--2569. ⟨10.1109/TIP.2022.3155954⟩ Article dans une revue hal-04579617v1
Continuous Well-Composedness Implies Digital Well-Composedness in n-D Nicolas Boutry,Rocio Gonzalez-Diaz,Laurent Najman,Thierry Géraud Journal of Mathematical Imaging and Vision, 2022, 64 (2), pp.131-150. ⟨10.1007/s10851-021-01058-8⟩ Article dans une revue hal-03575456v1
Strong Euler well-composedness Nicolas Boutry,Rocio Gonzalez-Diaz,Maria-Jose J Jimenez,Eduardo Paluzo-Hildago Journal of Combinatorial Optimization, 2021, 44 (4), pp.3038-3055. ⟨10.1007/s10878-021-00837-8⟩ Article dans une revue hal-04871345v1
Equivalence between Digital Well-Composedness and Well-Composedness in the Sense of Alexandrov on n-D Cubical Grids Nicolas Boutry,Laurent Najman,Thierry Géraud Journal of Mathematical Imaging and Vision, 2020, 62 (9), pp.1285-1333. ⟨10.1007/s10851-020-00988-z⟩ Article dans une revue hal-02990817v1
Topological Properties of the First Non-Local Digitally Well-Composed Interpolation on n-D Cubical Grids Nicolas Boutry,Laurent Najman,Thierry Géraud Journal of Mathematical Imaging and Vision, 2020, 62 (9), pp.1256-1284. ⟨10.1007/s10851-020-00989-y⟩ Article dans une revue hal-02990810v1
Connected filters on generalized shape-Spaces Le Duy Huỳnh,Nicolas Huỳnh,Thierry Géraud Pattern Recognition Letters, 2019, 128, pp.348-354. ⟨10.1016/j.patrec.2019.09.018⟩ Article dans une revue hal-04871384v1
Weakly well-composed cell complexes over nD pictures Nicolas Boutry,Rocio Gonzalez-Diaz,Maria-Jose Jimenez Information Sciences, 2019, 499, pp.62-83. ⟨10.1016/j.ins.2018.06.005⟩ Article dans une revue hal-04871225v1
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 Journal of Mathematical Imaging and Vision, 2019, 61, pp.849-973. ⟨10.1007/s10851-019-00873-4⟩ Article dans une revue hal-02005579v1
A Tutorial on Well-Composedness Nicolas Boutry,Thierry Géraud,Laurent Najman Journal of Mathematical Imaging and Vision, 2018, 60 (3), pp.443-478. ⟨10.1007/s10851-017-0769-6⟩ Article dans une revue hal-01609892v2

Pré-publication, Document de travail (3)

Found in Translation: semantic approaches for enhancing AI interpretability in face verification Miriam Doh,Caroline Mazini Rodrigues,N. Boutry,L. Najman,Matei Mancaset al. 2025 Pré-publication, Document de travail hal-04864048v1
Bridging Human Concepts and Computer Vision for Explainable Face Verification Miriam Doh,Caroline Mazini Rodrigues,Nicolas Boutry,Laurent Najman,Matei Mancaset al. 2024 Pré-publication, Document de travail hal-04416562v1
A Proof of the Tree of Shapes in n-D Thierry Géraud,Nicolas Boutry,Sébastien Crozet,Edwin Carlinet,Laurent Najman 2022 Pré-publication, Document de travail hal-03690353v1

Communication dans un congrès (19)

Graph-Based Spectral Analysis for Detecting Cyber Attacks Majed Jaber,Nicolas Boutry,Pierre Parrend 19th International Conference on Availability, Reliability and Security (ARES'24), Jul 2024, Vienne, Austria. pp.23, ⟨10.1145/3664476.3664498⟩ Communication dans un congrès hal-04599705v1
Gradients Intégrés Renforcés Caroline Mazini Rodrigues,Nicolas Boutry,Laurent Najman Explain'AI - EGC Workshop, Jan 2022, Blois, France Communication dans un congrès hal-04579609v1
Residual 3D U-Net with Localization for Brain Tumor Segmentation Marc Demoustier,Ines Khemir,Quoc Duon Nguyen,Lucien Martin-Gaffé,Nicolas Boutry International MICCAI Brainlesion Workshop, Sep 2021, virtual event, Unknown Region. pp.389--399, ⟨10.1007/978-3-031-08999-2_33⟩ Communication dans un congrès hal-04579593v1
An Efficient Cascade of U-Net-like Convolutional Neural Networks devoted to Brain Tumor Segmentation Philippe Bouchet,Jean-Baptiste Deloges,Hugo Canton-Bacara,Gaätan Pusel,Lucas Pinotet al. BrainLes 2022: Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, Sep 2022, Singapore, Singapore. pp.149--161, ⟨10.1007/978-3-031-33842-7_13⟩ Communication dans un congrès hal-04579594v1
Gradient Vector Fields of Discrete Morse Functions and Watershed-cuts Nicolas Boutry,Gilles Bertrand,Laurent Najman DGMM 2022 -- IAPR Second International Conference on Discrete Geometry and Mathematical Morphology, Étienne Baudrier; Benoît Naegel; Adrien Krähenbühl; Mohamed Tajine, Oct 2022, Strasbourg, France. pp.1--13, ⟨10.1007/978-3-031-19897-7_4⟩ Communication dans un congrès hal-03614850v2
Topology-Aware Method to Segment 3D Plan Tissue Images Minh Ôn Vũ Ngoc,Nicolas Boutry,Jonathan Fabrizio 36th Conference on Neural Information Processing Systems, AI for Science Workshop, Nov 2022, New Orleans, United States Communication dans un congrès hal-04579611v1
Visual xAI techniques Caroline Mazini Rodrigues,Laurent Najman,Nicolas Boutry Ecole Jeunes Chercheuses et Chercheurs en Informatique Mathématique, Maison de la Modélisation, de la Simulation et des Interactions [MSI], Jun 2022, Nice, France Communication dans un congrès hal-03709709v1
FOANet: A Focus of Attention Network with Application to Myocardium Segmentation Zhou Zhao,Nicolas Boutry,Élodie Puybareau,Thierry Géraud Proceedings of the 25th International Conference on Pattern Recognition (ICPR), Jan 2021, Milan, Italy. pp.1120--1127, ⟨10.1109/ICPR48806.2021.9412016⟩ Communication dans un congrès hal-04579622v1
A New Matching Algorithm between Trees of Shapes and its Application to Brain Tumor Segmentation Nicolas Boutry,Thierry Géraud Proceedings of the IAPR International Conference on Discrete Geometry and Mathematical Morphology (DGMM), May 2021, Uppsala, Sweden. pp.67--78, ⟨10.1007/978-3-030-76657-3_4⟩ Communication dans un congrès hal-04579591v1
An Equivalence Relation between Morphological Dynamics and Persistent Homology in n-D Nicolas Boutry,Thierry Géraud,Laurent Najman Discrete Geometry and Mathematical Morphology (DGMM), May 2021, Uppsala, Sweden Communication dans un congrès hal-03171063v1
Do not Treat Boundaries and Regions Differently: An Example on Heart Left Atrial Segmentation Zhou Zhao,Nicolas Boutry,Élodie Puybareau,Thierry Géraud Proceedings of the 25th International Conference on Pattern Recognition (ICPR), Jan 2021, Milan, Italy. pp.7447--7453, ⟨10.1109/ICPR48806.2021.9412755⟩ Communication dans un congrès hal-04579623v1
Stability of the Tree of Shapes to Additive Noise Nicolas Boutry,Guillaume Tochon Proceedings of the IAPR International Conference on Discrete Geometry and Mathematical Morphology (DGMM), May 2021, Uppsala, Sweden. pp.365--377, ⟨10.1007/978-3-030-76657-3_26⟩ Communication dans un congrès hal-04579592v1
Using Separated Inputs for Multimodal Brain Tumor Segmentation with 3D U-Net-like Architectures N. Boutry,J. Chazalon,E. Puybareau,G. Tochon,Hugues Talbotet al. Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries: 5th International Workshop,, Oct 2019, Shenzhen, China. pp.187-199, ⟨10.1007/978-3-030-46640-4_18⟩ Communication dans un congrès hal-04580407v1
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 Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges−-10th International Workshop, STACOM 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Revised Selected Papers, Oct 2019, Shenzhen, China. pp.405--413, ⟨10.1007/978-3-030-39074-7_42⟩ Communication dans un congrès hal-04579620v1
Stacked and parallel U-nets with multi-output for myocardial pathology segmentation Zhou Zhao,Nicolas Boutry,Élodie Puybareau Myocardial Pathology Segmentation Combining Multi-Sequence CMR Challenge, Dec 2020, Lima, Peru. pp.138--145, ⟨10.1007/978-3-030-65651-5_13⟩ Communication dans un congrès hal-04579618v1
Euler Well-Composedness Nicolas Boutry,Rocio Gonzalez-Diaz,Maria-Jose Jimenez,Eduardo Paluzo-Hildago Combinatorial Image Analysis: Proceedings of the 20th International Workshop (IWCIA 2020), Jul 2020, Novi Sad, Serbia. pp.3--19, ⟨10.1007/978-3-030-51002-2_1⟩ Communication dans un congrès hal-04579590v1
One More Step Towards Well-Composedness of Cell Complexes over n-D Pictures Nicolas Boutry,Rocio Gonzalez-Diaz,Maria-Jose Jimenez Proceedings of the 21st International Conference on Discrete Geometry for Computer Imagery (DGCI), Mar 2019, Marne-la-Vallée, France. pp.101--114, ⟨10.1007/978-3-030-14085-4_9⟩ Communication dans un congrès hal-04579589v1
La pseudo-distance du dahu Edwin Carlinet,Yongchao Xu,Nicolas Boutry,Thierry Géraud ORASIS 2017, GREYC, Jun 2017, Colleville-sur-Mer, France Communication dans un congrès hal-01866710v1
Well-Composedness in Alexandrov Spaces Implies Digital Well-Composedness in $\mathbb {Z}^n$ Nicolas Boutry,Laurent Najman,Thierry Géraud 20th International Conference on Discrete Geometry for Computer Imagery (DGCI 2017), Sep 2017, Vienne, Austria. pp.225-237, ⟨10.1007/978-3-319-66272-5_19⟩ Communication dans un congrès hal-01586418v1