Nicolas Boutry

30

Documents

Publications

	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 Pinot 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
	Gradients Intégrés Renforcés Caroline Mazini Rodrigues , Nicolas Boutry , Laurent Najman Explain'AI - EGC Workshop, Jan 2022, Blois, France Communication dans un congrès hal-04579609v1
	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
	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
	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
	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
	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
	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
	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
	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
	Using Separated Inputs for Multimodal Brain Tumor Segmentation with 3D U-Net-like Architectures N. Boutry , J. Chazalon , E. Puybareau , G. Tochon , Hugues Talbot 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
	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

	Reasoning with trees: interpreting CNNs using hierarchies Caroline Mazini Rodrigues , Nicolas Boutry , Laurent Najman 2024 Pré-publication, Document de travail hal-04614933v1
	Bridging Human Concepts and Computer Vision for Explainable Face Verification Miriam Doh , Caroline Mazini Rodrigues , Nicolas Boutry , Laurent Najman , Matei Mancas 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

	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
	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
	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
	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
	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
	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