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Laurent Najman
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2020 – today
- 2024
- [j68]Caroline Mazini Rodrigues, Nicolas Boutry, Laurent Najman:
Unsupervised discovery of interpretable visual concepts. Inf. Sci. 661: 120159 (2024) - [j67]Zeev Gutman, Ritvik Vij, Laurent Najman, Michael Lindenbaum:
Assessing Hierarchies by Their Consistent Segmentations. J. Math. Imaging Vis. 66(3): 314-334 (2024) - [j66]Caroline Mazini Rodrigues, Nicolas Boutry, Laurent Najman:
Transforming gradient-based techniques into interpretable methods. Pattern Recognit. Lett. 184: 66-73 (2024) - [c102]Raoul Sallé de Chou, Mohamed Ali Srir, Laurent Najman, Nicolas Passat, Hugues Talbot, Irene E. Vignon-Clementel:
Convex Optimization for Binary Tree-Based Transport Networks. DGMM 2024: 217-228 - [c101]Gilles Bertrand, Laurent Najman:
Morse Frames. DGMM 2024: 364-376 - [i37]Caroline Mazini Rodrigues, Nicolas Boutry, Laurent Najman:
Transforming gradient-based techniques into interpretable methods. CoRR abs/2401.14434 (2024) - [i36]Gilles Bertrand, Laurent Najman:
Morse frames. CoRR abs/2402.02874 (2024) - [i35]Sarah Almeida Carneiro, Giovanni Chierchia, Aurélie Pirayre, Laurent Najman:
Clustering Dynamics for Improved Speed Prediction Deriving from Topographical GPS Registrations. CoRR abs/2402.07507 (2024) - [i34]Aditya Challa, Sravan Danda, Laurent Najman:
A Novel Approach to Regularising 1NN classifier for Improved Generalization. CoRR abs/2402.08405 (2024) - [i33]Quentin Garrido, Mahmoud Assran, Nicolas Ballas, Adrien Bardes, Laurent Najman, Yann LeCun:
Learning and Leveraging World Models in Visual Representation Learning. CoRR abs/2403.00504 (2024) - [i32]Miriam Doh, Caroline Mazini Rodrigues, Nicolas Boutry, Laurent Najman, Matei Mancas, Hugues Bersini:
Bridging Human Concepts and Computer Vision for Explainable Face Verification. CoRR abs/2403.08789 (2024) - [i31]Aditya Challa, Sravan Danda, Laurent Najman, Snehanshu Saha:
Quantile Activation: departing from single point estimation for better generalization across distortions. CoRR abs/2405.11573 (2024) - [i30]Caroline Mazini Rodrigues, Nicolas Boutry, Laurent Najman:
Reasoning with trees: interpreting CNNs using hierarchies. CoRR abs/2406.13257 (2024) - [i29]Ismail Labiad, Thomas Bäck, Pierre Fernandez, Laurent Najman, Tom Sander, Furong Ye, Mariia Zameshina, Olivier Teytaud:
Log-normal Mutations and their Use in Detecting Surreptitious Fake Images. CoRR abs/2409.15119 (2024) - 2023
- [j65]Gilles Bertrand, Nicolas Boutry, Laurent Najman:
Discrete Morse Functions and Watersheds. J. Math. Imaging Vis. 65(5): 787-801 (2023) - [c100]Miriam Doh, Caroline Mazini Rodrigues, Nicolas Boutry, Laurent Najman, Matei Mancas, Hugues Bersini:
Bridging Human Concepts and Computer Vision for Explainable Face Verification. BEWARE@AI*IA 2023: 15-29 - [c99]Quentin Garrido, Yubei Chen, Adrien Bardes, Laurent Najman, Yann LeCun:
On the duality between contrastive and non-contrastive self-supervised learning. ICLR 2023 - [c98]Quentin Garrido, Randall Balestriero, Laurent Najman, Yann LeCun:
RankMe: Assessing the Downstream Performance of Pretrained Self-Supervised Representations by Their Rank. ICML 2023: 10929-10974 - [c97]Quentin Garrido, Laurent Najman, Yann LeCun:
Self-supervised learning of Split Invariant Equivariant representations. ICML 2023: 10975-10996 - [c96]Sarah Almeida Carneiro, Giovanni Chierchia, Jean Charléty, Aurélie Chataignon, Laurent Najman:
SWMLP: Shared Weight Multilayer Perceptron for Car Trajectory Speed Prediction using Road Topographical Features. MT-ITS 2023: 1-6 - [i28]Gilles Bertrand, Nicolas Boutry, Laurent Najman:
Discrete Morse Functions and Watersheds. CoRR abs/2301.03840 (2023) - [i27]Quentin Garrido, Laurent Najman, Yann LeCun:
Self-supervised learning of Split Invariant Equivariant representations. CoRR abs/2302.10283 (2023) - [i26]Caroline Mazini Rodrigues, Nicolas Boutry, Laurent Najman:
Unsupervised discovery of Interpretable Visual Concepts. CoRR abs/2309.00018 (2023) - [i25]Sarah Almeida Carneiro, Giovanni Chierchia, Jean Charléty, Aurélie Chataignon, Laurent Najman:
SWMLP: Shared Weight Multilayer Perceptron for Car Trajectory Speed Prediction using Road Topographical Features. CoRR abs/2310.02282 (2023) - [i24]Mariia Zameshina, Olivier Teytaud, Laurent Najman:
Diverse Diffusion: Enhancing Image Diversity in Text-to-Image Generation. CoRR abs/2310.12583 (2023) - [i23]Mariia Zameshina, Marlène Careil, Olivier Teytaud, Laurent Najman:
PrivacyGAN: robust generative image privacy. CoRR abs/2310.12590 (2023) - 2022
- [j64]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) - [j63]Nicolas Boutry, Laurent Najman, Thierry Géraud:
Some Equivalence Relation between Persistent Homology and Morphological Dynamics. J. Math. Imaging Vis. 64(7): 807-824 (2022) - [j62]Jordão Bragantini, Alexandre X. Falcão, Laurent Najman:
Rethinking interactive image segmentation: Feature space annotation. Pattern Recognit. 131: 108882 (2022) - [j61]Aditya Challa, Sravan Danda, B. S. Daya Sagar, Laurent Najman:
Triplet-Watershed for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [c95]Nicolas Boutry, Gilles Bertrand, Laurent Najman:
Gradient Vector Fields of Discrete Morse Functions and Watershed-Cuts. DGMM 2022: 35-47 - [c94]Mariia Zameshina, Olivier Teytaud, Fabien Teytaud, Vlad Hosu, Nathanaël Carraz Rakotonirina, Laurent Najman, Markus Wagner:
Fairness in generative modeling: do it unsupervised! GECCO Companion 2022: 320-323 - [i22]Nicolas Boutry, Laurent Najman:
Gradient Vector Fields of Discrete Morse Functions are Minimum Spanning Forests. CoRR abs/2203.11512 (2022) - [i21]Zeev Gutman, Ritvik Vij, Laurent Najman, Michael Lindenbaum:
Assessing hierarchies by their consistent segmentations. CoRR abs/2204.04969 (2022) - [i20]Nicolas Boutry, Laurent Najman, Thierry Géraud:
Some equivalence relation between persistent homology and morphological dynamics. CoRR abs/2205.12546 (2022) - [i19]Quentin Garrido, Yubei Chen, Adrien Bardes, Laurent Najman, Yann LeCun:
On the duality between contrastive and non-contrastive self-supervised learning. CoRR abs/2206.02574 (2022) - [i18]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) - [i17]Quentin Garrido, Randall Balestriero, Laurent Najman, Yann LeCun:
RankMe: Assessing the downstream performance of pretrained self-supervised representations by their rank. CoRR abs/2210.02885 (2022) - [i16]Mariia Zameshina, Olivier Teytaud, Fabien Teytaud, Vlad Hosu, Nathanaël Carraz, Laurent Najman, Markus Wagner:
Fairness in generative modeling. CoRR abs/2210.03517 (2022) - 2021
- [j60]Thanh Xuan Nguyen, Giovanni Chierchia, Oleksandra Razim, Reynier F. Peletier, Laurent Najman, Hugues Talbot, Benjamin Perret:
Object Detection With Component-Graphs in Multi-Band Images: Application to Source Detection in Astronomical Images. IEEE Access 9: 156482-156491 (2021) - [j59]Sampriti Soor, Aditya Challa, Sravan Danda, B. S. Daya Sagar, Laurent Najman:
Iterated Watersheds, A Connected Variation of K-Means for Clustering GIS Data. IEEE Trans. Emerg. Top. Comput. 9(2): 626-636 (2021) - [c93]Carolina Stephanie Jerônimo de Almeida, Felipe Belém, Sarah Almeida Carneiro, Zenilton K. G. do Patrocínio, Laurent Najman, Alexandre Xavier Falcão, Silvio Jamil Ferzoli Guimarães:
Graph-Based Supervoxel Computation from Iterative Spanning Forest. DGMM 2021: 404-415 - [c92]Nicolas Boutry, Thierry Géraud, Laurent Najman:
An Equivalence Relation Between Morphological Dynamics and Persistent Homology in n-D. DGMM 2021: 525-537 - [i15]Jordão Bragantini, Alexandre X. Falcão, Laurent Najman:
Rethinking Interactive Image Segmentation: Feature Space Annotation. CoRR abs/2101.04378 (2021) - [i14]Quentin Garrido, Sebastian Damrich, Alexander Jäger, Dario Cerletti, Manfred Claassen, Laurent Najman, Fred A. Hamprecht:
Visualizing hierarchies in scRNA-seq data using a density tree-biased autoencoder. CoRR abs/2102.05892 (2021) - [i13]Aditya Challa, Sravan Danda, B. S. Daya Sagar, Laurent Najman:
Triplet-Watershed for Hyperspectral Image Classification. CoRR abs/2103.09384 (2021) - 2020
- [j58]Deise Santana Maia, Jean Cousty, Laurent Najman, Benjamin Perret:
Characterization of Graph-Based Hierarchical Watersheds: Theory and Algorithms. J. Math. Imaging Vis. 62(5): 627-658 (2020) - [j57]Aditya Challa, Sravan Danda, B. S. Daya Sagar, Laurent Najman:
Power Spectral Clustering. J. Math. Imaging Vis. 62(9): 1195-1213 (2020) - [j56]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) - [j55]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) - [j54]Éloïse Grossiord, Nicolas Passat, Hugues Talbot, Benoît Naegel, Salim Kanoun, Ilan Tal, Pierre Tervé, Soléakhéna Ken, Olivier Casasnovas, Michel Meignan, Laurent Najman:
Shaping for PET image analysis. Pattern Recognit. Lett. 131: 307-313 (2020) - [c91]Thanh Xuan Nguyen, Giovanni Chierchia, Laurent Najman, Aku Venhola, Caroline Haigh, Reynier Peletier, Michael H. F. Wilkinson, Hugues Talbot, Benjamin Perret:
CGO: Multiband Astronomical Source Detection With Component-Graphs. ICIP 2020: 16-20 - [c90]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
2010 – 2019
- 2019
- [j53]Sravan Danda, Aditya Challa, B. S. Daya Sagar, Laurent Najman:
Revisiting the Isoperimetric Graph Partitioning Problem. IEEE Access 7: 50636-50649 (2019) - [j52]Sravan Danda, Aditya Challa, B. S. Daya Sagar, Laurent Najman:
Some Theoretical Links Between Shortest Path Filters and Minimum Spanning Tree Filters. J. Math. Imaging Vis. 61(6): 745-762 (2019) - [j51]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) - [j50]Éloïse Grossiord, Benoît Naegel, Hugues Talbot, Laurent Najman, Nicolas Passat:
Shape-Based Analysis on Component-Graphs for Multivalued Image Processing. Math. Morphol. Theory Appl. 3(1): 45-70 (2019) - [j49]Silvio Jamil Ferzoli Guimarães, Yukiko Kenmochi, Jean Cousty, Zenilton Patrocínio, Laurent Najman:
Erratum to "Hierarchizing graph-based image segmentation algorithms relying on region dissimilarity: the case of the Felzenszwalb-Huttenlocher method". Math. Morphol. Theory Appl. 3(1): 71 (2019) - [j48]Benjamin Perret, Jean Cousty, Silvio Jamil Ferzoli Guimarães, Yukiko Kenmochi, Laurent Najman:
Removing non-significant regions in hierarchical clustering and segmentation. Pattern Recognit. Lett. 128: 433-439 (2019) - [j47]Deise Santana Maia, Jean Cousty, Laurent Najman, Benjamin Perret:
Properties of combinations of hierarchical watersheds. Pattern Recognit. Lett. 128: 513-520 (2019) - [j46]Benjamin Perret, Giovanni Chierchia, Jean Cousty, Silvio Jamil Ferzoli Guimarães, Yukiko Kenmochi, Laurent Najman:
Higra: Hierarchical Graph Analysis. SoftwareX 10: 100335 (2019) - [j45]Aditya Challa, Sravan Danda, B. S. Daya Sagar, Laurent Najman:
Watersheds for Semi-Supervised Classification. IEEE Signal Process. Lett. 26(5): 720-724 (2019) - [j44]Clara Jaquet, Laurent Najman, Hugues Talbot, Leo J. Grady, Michiel Schaap, Buzzy Spain, Hyun Jin Kim, Irene E. Vignon-Clementel, Charles A. Taylor:
Generation of Patient-Specific Cardiac Vascular Networks: A Hybrid Image-Based and Synthetic Geometric Model. IEEE Trans. Biomed. Eng. 66(4): 946-955 (2019) - [c89]Deise Santana Maia, Jean Cousty, Laurent Najman, Benjamin Perret:
Recognizing Hierarchical Watersheds. DGCI 2019: 300-313 - [c88]Nicolas Boutry, Thierry Géraud, Laurent Najman:
An Equivalence Relation Between Morphological Dynamics and Persistent Homology in 1D. ISMM 2019: 57-68 - [c87]Deise Santana Maia, Jean Cousty, Laurent Najman, Benjamin Perret:
Watersheding Hierarchies. ISMM 2019: 124-136 - [c86]Deise Santana Maia, Jean Cousty, Laurent Najman, Benjamin Perret:
On the Probabilities of Hierarchical Watersheds. ISMM 2019: 137-149 - [c85]Isabela Borlido Barcelos, Gabriel Barbosa da Fonseca, Laurent Najman, Yukiko Kenmochi, Benjamin Perret, Jean Cousty, Zenilton K. G. do Patrocínio, Silvio Jamil Ferzoli Guimarães:
Exploring Hierarchy Simplification for Non-Significant Region Removal. SIBGRAPI 2019: 100-107 - 2018
- [j43]Nicolas Boutry, Thierry Géraud, Laurent Najman:
A Tutorial on Well-Composedness. J. Math. Imaging Vis. 60(3): 443-478 (2018) - [j42]Jean Cousty, Laurent Najman, Yukiko Kenmochi, Silvio Jamil Ferzoli Guimarães:
Hierarchical Segmentations with Graphs: Quasi-flat Zones, Minimum Spanning Trees, and Saliency Maps. J. Math. Imaging Vis. 60(4): 479-502 (2018) - [j41]Odyssée Merveille, Hugues Talbot, Laurent Najman, Nicolas Passat:
Curvilinear Structure Analysis by Ranking the Orientation Responses of Path Operators. IEEE Trans. Pattern Anal. Mach. Intell. 40(2): 304-317 (2018) - [j40]Aditya Challa, Sravan Danda, B. S. Daya Sagar, Laurent Najman:
Some Properties of Interpolations Using Mathematical Morphology. IEEE Trans. Image Process. 27(4): 2038-2048 (2018) - [c84]Sampriti Soor, Aditya Challa, Sravan Danda, B. S. Daya Sagar, Laurent Najman:
Extending K-Means to Preserve Spatial Connectivity. IGARSS 2018: 6959-6962 - 2017
- [j39]Tsubasa Hirakawa, Toru Tamaki, Takio Kurita, Bisser Raytchev, Kazufumi Kaneda, Chaohui Wang, Laurent Najman:
Tree-Wise Discriminative Subtree Selection for Texture Image Labeling. IEEE Access 5: 13617-13634 (2017) - [j38]Ketan Bacchuwar, Jean Cousty, Régis Vaillant, Laurent Najman:
Scale-space for empty catheter segmentation in PCI fluoroscopic images. Int. J. Comput. Assist. Radiol. Surg. 12(7): 1179-1188 (2017) - [j37]Odyssée Merveille, Benoît Naegel, Hugues Talbot, Laurent Najman, Nicolas Passat:
2D Filtering of Curvilinear Structures by Ranking the Orientation Responses of Path Operators (RORPO). Image Process. Line 7: 246-261 (2017) - [j36]Silvio Jamil Ferzoli Guimarães, Yukiko Kenmochi, Jean Cousty, Zenilton Patrocínio, Laurent Najman:
Hierarchizing graph-based image segmentation algorithms relying on region dissimilarity. Math. Morphol. Theory Appl. 2(1) (2017) - [j35]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) - [j34]Laurent Najman:
Extending the Power Watershed Framework Thanks to Γ-Convergence. SIAM J. Imaging Sci. 10(4): 2275-2292 (2017) - [c83]Aditya Challa, Sravan Danda, B. S. Daya Sagar, Laurent Najman:
An Introduction to Gamma-Convergence for Spectral Clustering. DGCI 2017: 185-196 - [c82]Nicolas Boutry, Laurent Najman, Thierry Géraud:
Well-Composedness in Alexandrov Spaces Implies Digital Well-Composedness in \mathbb Z^n. DGCI 2017: 225-237 - [c81]Franciele Rodrigues, Pedro Leal, Yukiko Kenmochi, Jean Cousty, Laurent Najman, Silvio Jamil Ferzoli Guimarães, Zenilton Kleber Gonçalves do Patrocínio Jr.:
Graph-Based Hierarchical Video Cosegmentation. ICIAP (1) 2017: 15-26 - [c80]Aditya Challa, Sravan Danda, B. S. Daya Sagar, Laurent Najman:
Power spectral clustering on hyperspectral data. IGARSS 2017: 2195-2198 - [c79]Éloïse Grossiord, Hugues Talbot, Nicolas Passat, Michel Meignan, Laurent Najman:
Automated 3D lymphoma lesion segmentation from PET/CT characteristics. ISBI 2017: 174-178 - [c78]Élodie Puybareau, Hugues Talbot, Laurent Najman:
Periodic area-of-motion characterization for bio-medical applications. ISBI 2017: 210-214 - [c77]Deise Santana Maia, Arnaldo de Albuquerque Araújo, Jean Cousty, Laurent Najman, Benjamin Perret, Hugues Talbot:
Evaluation of Combinations of Watershed Hierarchies. ISMM 2017: 133-145 - [c76]Sravan Danda, Aditya Challa, B. S. Daya Sagar, Laurent Najman:
Power Tree Filter: A Theoretical Framework Linking Shortest Path Filters and Minimum Spanning Tree Filters. ISMM 2017: 199-210 - [c75]Fabio Dias, Moussa Reda Mansour, Paola Valdivia, Jean Cousty, Laurent Najman:
Watersheds on Hypergraphs for Data Clustering. ISMM 2017: 211-221 - [c74]Ketan Bacchuwar, Jean Cousty, Régis Vaillant, Laurent Najman:
VOIDD: Automatic Vessel-of-Intervention Dynamic Detection in PCI Procedures. CVII-STENT/LABELS@MICCAI 2017: 47-56 - [i12]Ketan Bacchuwar, Jean Cousty, Régis Vaillant, Laurent Najman:
VOIDD: automatic vessel of intervention dynamic detection in PCI procedures. CoRR abs/1710.04476 (2017) - 2016
- [j33]Yongchao Xu, Thierry Géraud, Laurent Najman:
Connected Filtering on Tree-Based Shape-Spaces. IEEE Trans. Pattern Anal. Mach. Intell. 38(6): 1126-1140 (2016) - [j32]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) - [c73]Tsubasa Hirakawa, Toru Tamaki, Takio Kurita, Bisser Raytchev, Kazufumi Kaneda, Chaohui Wang, Laurent Najman, Tetsushi Koide, Shigeto Yoshida, Hiroshi Mieno, Shinji Tanaka:
Discriminative Subtree Selection for NBI Endoscopic Image Labeling. ACCV Workshops (2) 2016: 610-624 - [c72]Élodie Puybareau, Hugues Talbot, Emilie Bequignon, Bruno Louis, Gabriel Pelle, Jean-François Papon, André Coste, Laurent Najman:
Automating the measurement of physiological parameters: A case study in the image analysis of cilia motion. ICIP 2016: 1240-1244 - [c71]Nicolas Passat, Stéphanie Salmon, Jean-Paul Armspach, Benoît Naegel, Christophe Prud'homme, Hugues Talbot, Alexandre Fortin, Simon Garnotel, Odyssée Merveille, Olivia Miraucourt, Ranine Tarabay, Vincent Chabannes, Alice Dufour, Anna Jezierska, Olivier Balédent, Emmanuel Durand, Laurent Najman, Marcela Szopos, Alexandre Ancel, Joseph Baruthio, Maya Delbany, Sidy Fall, Gwenaël Pagé, Olivier Génevaux, Mourad Ismail, P. Loureiro de Sousa, Marc Thiriet, Julien Jomier:
From Real MRA to Virtual MRA: Towards an Open-Source Framework. MICCAI (3) 2016: 335-343 - [c70]Kleber Jacques Ferreira de Souza, Arnaldo de Albuquerque Araújo, Zenilton Kleber G. do Patrocínio Jr., Jean Cousty, Laurent Najman, Yukiko Kenmochi, Silvio Jamil Ferzoli Guimarães:
Decreasing the Number of Features for Improving Human Action Classification. SIBGRAPI 2016: 195-200 - [c69]Carlos Alberto F. Pimentel Filho, Arnaldo de Albuquerque Araújo, Jean Cousty, Silvio Jamil Ferzoli Guimarães, Laurent Najman:
Stochastic Hierarchical Watershed Cut Based on Disturbed Topographical Surface. SIBGRAPI 2016: 265-272 - [i11]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
- [c68]David Menotti, Laurent Najman, Arnaldo de Albuquerque Araújo:
Efficient Polynomial Implementation of Several Multithresholding Methods for Gray-Level Image Segmentation. CIARP 2015: 350-357 - [c67]Silvio Jamil Ferzoli Guimarães, Zenilton Kleber G. do Patrocínio Jr., Yukiko Kenmochi, Jean Cousty, Laurent Najman:
Hierarchical Image Segmentation Relying on a Likelihood Ratio Test. ICIAP (2) 2015: 25-35 - [c66]Nicolas Boutry, Thierry Géraud, Laurent Najman:
How to make nD images well-composed without interpolation. ICIP 2015: 2149-2153 - [c65]Francisco Javier Alvarez Padilla, Éloïse Grossiord, Barbara Romaniuk, Benoît Naegel, Camille Kurtz, Hugues Talbot, Laurent Najman, Romain Guillemot, Dimitri Papathanassiou, Nicolas Passat:
Multicriteria 3D PET image segmentation. IPTA 2015: 346-351 - [c64]Élodie Puybareau, Hugues Talbot, Gabriel Pelle, Bruno Louis, Jean-François Papon, André Coste, Laurent Najman:
A regionalized automated measurement of ciliary beating frequency. ISBI 2015: 528-531 - [c63]Éloïse Grossiord, Hugues Talbot, Nicolas Passat, Michel Meignan, Pierre Tervé, Laurent Najman:
Hierarchies and shape-space for pet image segmentation. ISBI 2015: 1118-1121 - [c62]Laurent Mennillo, Jean Cousty, Laurent Najman:
A Comparison of Some Morphological Filters for Improving OCR Performance. ISMM 2015: 134-145 - [c61]Jean Cousty, Laurent Najman, Yukiko Kenmochi, Silvio Jamil Ferzoli Guimarães:
New Characterizations of Minimum Spanning Trees and of Saliency Maps Based on Quasi-flat Zones. ISMM 2015: 205-216 - [c60]Éloïse Grossiord, Benoît Naegel, Hugues Talbot, Nicolas Passat, Laurent Najman:
Shape-Based Analysis on Component-Graphs for Multivalued Image Processing. ISMM 2015: 446-457 - [c59]Laurent Najman, Jean-Christophe Pesquet, Hugues Talbot:
When Convex Analysis Meets Mathematical Morphology on Graphs. ISMM 2015: 473-484 - [c58]Nicolas Boutry, Thierry Géraud, Laurent Najman:
How to Make nD Functions Digitally Well-Composed in a Self-dual Way. ISMM 2015: 561-572 - [c57]Odyssée Merveille, Hugues Talbot, Laurent Najman, Nicolas Passat:
Ranking Orientation Responses of Path Operators: Motivations, Choices and Algorithmics. ISMM 2015: 633-644 - [c56]Yongchao Xu, Edwin Carlinet, Thierry Géraud, Laurent Najman:
Efficient Computation of Attributes and Saliency Maps on Tree-Based Image Representations. ISMM 2015: 693-704 - [e2]Jón Atli Benediktsson, Jocelyn Chanussot, Laurent Najman, Hugues Talbot:
Mathematical Morphology and Its Applications to Signal and Image Processing - 12th International Symposium, ISMM 2015, Reykjavik, Iceland, May 27-29, 2015. Proceedings. Lecture Notes in Computer Science 9082, Springer 2015, ISBN 978-3-319-18719-8 [contents] - [i10]Jean Cousty, Laurent Najman, Yukiko Kenmochi, Silvio Jamil Ferzoli Guimarães:
New characterizations of minimum spanning trees and of saliency maps based on quasi-flat zones. CoRR abs/1505.07203 (2015) - 2014
- [j31]Jean Cousty, Gilles Bertrand, Michel Couprie, Laurent Najman:
Collapses and Watersheds in Pseudomanifolds of Arbitrary Dimension. J. Math. Imaging Vis. 50(3): 261-285 (2014) - [j30]Camille Couprie, Clément Farabet, Laurent Najman, Yann LeCun:
Convolutional nets and watershed cuts for real-time semantic Labeling of RGBD videos. J. Mach. Learn. Res. 15(1): 3489-3511 (2014) - [j29]Laurent Najman, Jean Cousty:
A graph-based mathematical morphology reader. Pattern Recognit. Lett. 47: 3-17 (2014) - [j28]Fabio Dias, Jean Cousty, Laurent Najman:
Dimensional operators for mathematical morphology on simplicial complexes. Pattern Recognit. Lett. 47: 111-119 (2014) - [j27]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) - [c55]Roland Levillain, Thierry Géraud, Laurent Najman, Edwin Carlinet:
Practical Genericity: Writing Image Processing Algorithms Both Reusable and Efficient. CIARP 2014: 70-79 - [c54]Nicolas Boutry, Thierry Géraud, Laurent Najman:
On Making nD Images Well-Composed by a Self-dual Local Interpolation. DGCI 2014: 320-331 - [c53]Odyssée Merveille, Hugues Talbot, Laurent Najman, Nicolas Passat:
Tubular Structure Filtering by Ranking Orientation Responses of Path Operators. ECCV (2) 2014: 203-218 - [c52]Stéphanie Jehan-Besson, Christophe Tilmant, Alain De Cesare, Alain Lalande, Alexandre Cochet, Jean Cousty, Jessica Lebenberg, Muriel Lefort, Patrick Clarysse, Régis Clouard, Laurent Najman, Laurent Sarry, Frédérique Frouin, Mireille Garreau:
A mutual reference shape based on information theory. ICIP 2014: 887-891 - [c51]Yongchao Xu, Edwin Carlinet, Thierry Géraud, Laurent Najman:
Meaningful disjoint level lines selection. ICIP 2014: 2938-2942 - [c50]Jean Cousty, Laurent Najman:
Morphological floodings and optimal cuts in hierarchies. ICIP 2014: 4462-4466 - [c49]Imen Melki, Cyril Cardon, Nicolas Gogin, Hugues Talbot, Laurent Najman:
Learning-based automatic detection of severe coronary stenoses in CT angiographies. Medical Imaging: Computer-Aided Diagnosis 2014: 903536 - [i9]Fabio Dias, Jean Cousty, Laurent Najman:
Dimensional operators for mathematical morphology on simplicial complexes. CoRR abs/1401.5602 (2014) - [i8]Laurent Najman, Jean Cousty:
A graph-based mathematical morphology reader. CoRR abs/1404.7748 (2014) - 2013
- [j26]Jean Cousty, Laurent Najman, Fabio Dias, Jean Serra:
Morphological filtering on graphs. Comput. Vis. Image Underst. 117(4): 370-385 (2013) - [j25]Hortense A. Kirisli, Michiel Schaap, Coert Metz, A. S. Dharampal, W. B. Meijboom, S. L. Papadopoulou, A. Dedic, K. Nieman, Michiel A. de Graaf, M. F. L. Meijs, M. J. Cramer, Alexander Broersen, Suheyla Cetin, Abouzar Eslami, Leonardo Floréz-Valencia, Kuo-Lung Lor, Bogdan J. Matuszewski, Imen Melki, Brian Mohr, Ilkay Öksüz, Rahil Khurram Shahzad, Chunliang Wang, Pieter H. Kitslaar, Gözde B. Ünal, Amin Katouzian, Maciej Orkisz, Chung-Ming Chen, Frédéric Precioso, Laurent Najman, S. Masood, Devrim Ünay, Lucas J. van Vliet, Rodrigo Moreno, Roman Goldenberg, Erald Vuçini, Gabriel P. Krestin, Wiro J. Niessen, Theo van Walsum:
Standardized evaluation framework for evaluating coronary artery stenosis detection, stenosis quantification and lumen segmentation algorithms in computed tomography angiography. Medical Image Anal. 17(8): 859-876 (2013) - [j24]Clément Farabet, Camille Couprie, Laurent Najman, Yann LeCun:
Learning Hierarchical Features for Scene Labeling. IEEE Trans. Pattern Anal. Mach. Intell. 35(8): 1915-1929 (2013) - [j23]Camille Couprie, Leo J. Grady, Laurent Najman, Jean-Christophe Pesquet, Hugues Talbot:
Dual Constrained TV-based Regularization on Graphs. SIAM J. Imaging Sci. 6(3): 1246-1273 (2013) - [c48]Yongchao Xu, Thierry Géraud, Laurent Najman:
Salient level lines selection using the Mumford-Shah functional. ICIP 2013: 1227-1231 - [c47]Camille Couprie, Clément Farabet, Yann LeCun, Laurent Najman:
Causal graph-based video segmentation. ICIP 2013: 4249-4253 - [c46]Laurent Najman, Thierry Géraud:
Discrete Set-Valued Continuity and Interpolation. ISMM 2013: 37-48 - [c45]Jean Cousty, Laurent Najman, Benjamin Perret:
Constructive Links between Some Morphological Hierarchies on Edge-Weighted Graphs. ISMM 2013: 86-97 - [c44]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 - [c43]Laurent Najman, Jean Cousty, Benjamin Perret:
Playing with Kruskal: Algorithms for Morphological Trees in Edge-Weighted Graphs. ISMM 2013: 135-146 - [c42]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 - [c41]Kleber Jacques Ferreira de Souza, Arnaldo de Albuquerque Araújo, Zenilton K. G. do Patrocínio, Jean Cousty, Laurent Najman, Yukiko Kenmochi, Silvio Jamil Ferzoli Guimarães:
Hierarchical Video Segmentation Using an Observation Scale. SIBGRAPI 2013: 320-327 - [c40]Camille Couprie, Clément Farabet, Laurent Najman, Yann LeCun:
Indoor Semantic Segmentation using depth information. ICLR 2013 - 2012
- [j22]Laurent Najman, Junior Barrera, B. S. Daya Sagar, Petros Maragos, Dan Schonfeld:
Introduction to the Issue on Filtering and Segmentation With Mathematical Morphology. IEEE J. Sel. Top. Signal Process. 6(7): 737-738 (2012) - [j21]Jessica Lebenberg, Irène Buvat, Alain Lalande, Patrick Clarysse, Christopher Casta, Alexandre Cochet, Constantin Constantinides, Jean Cousty, Alain De Cesare, Stéphanie Jehan-Besson, Muriel Lefort, Laurent Najman, Elodie Roullot, Laurent Sarry, Christophe Tilmant, Mireille Garreau, Frédérique Frouin:
Nonsupervised Ranking of Different Segmentation Approaches: Application to the Estimation of the Left Ventricular Ejection Fraction From Cardiac Cine MRI Sequences. IEEE Trans. Medical Imaging 31(8): 1651-1660 (2012) - [c39]Yongchao Xu, Thierry Géraud, Laurent Najman:
Context-based energy estimator: Application to object segmentation on the tree of shapes. ICIP 2012: 1577-1580 - [c38]Imen Melki, Hugues Talbot, Jean Cousty, Céline Pruvot, Jérôme F. Knoplioch, Laurent Launay, Laurent Najman:
A hybrid algorithm for automatic heart segmentation in ct angiography. ICIP 2012: 2013-2016 - [c37]Clément Farabet, Camille Couprie, Laurent Najman, Yann LeCun:
Scene parsing with Multiscale Feature Learning, Purity Trees, and Optimal Covers. ICML 2012 - [c36]Yongchao Xu, Thierry Géraud, Laurent Najman:
Morphological filtering in shape spaces: Applications using tree-based image representations. ICPR 2012: 485-488 - [c35]Vincent Bismuth, Régis Vaillant, Hugues Talbot, Laurent Najman:
Curvilinear Structure Enhancement with the Polygonal Path Image - Application to Guide-Wire Segmentation in X-Ray Fluoroscopy. MICCAI (2) 2012: 9-16 - [c34]Silvio Jamil Ferzoli Guimarães, Jean Cousty, Yukiko Kenmochi, Laurent Najman:
A Hierarchical Image Segmentation Algorithm Based on an Observation Scale. SSPR/SPR 2012: 116-125 - [i7]Clément Farabet, Camille Couprie, Laurent Najman, Yann LeCun:
Scene Parsing with Multiscale Feature Learning, Purity Trees, and Optimal Covers. CoRR abs/1202.2160 (2012) - [i6]Yongchao Xu, Thierry Géraud, Laurent Najman:
Morphological Filtering in Shape Spaces: Applications using Tree-Based Image Representations. CoRR abs/1204.4758 (2012) - [i5]Silvio Jamil Ferzoli Guimarães, Jean Cousty, Yukiko Kenmochi, Laurent Najman:
An efficient hierarchical graph based image segmentation. CoRR abs/1206.2807 (2012) - [i4]Pierre Soille, Laurent Najman:
On morphological hierarchical representations for image processing and spatial data clustering. CoRR abs/1209.3925 (2012) - [i3]Roland Levillain, Thierry Géraud, Laurent Najman:
Writing Reusable Digital Geometry Algorithms in a Generic Image Processing Framework. CoRR abs/1209.4233 (2012) - 2011
- [j20]Laurent Najman:
On the Equivalence Between Hierarchical Segmentations and Ultrametric Watersheds. J. Math. Imaging Vis. 40(3): 231-247 (2011) - [j19]Vincent Bismuth, Régis Vaillant, François Funck, Niels Guillard, Laurent Najman:
A comprehensive study of stent visualization enhancement in X-ray images by image processing means. Medical Image Anal. 15(4): 565-576 (2011) - [j18]Camille Couprie, Leo J. Grady, Laurent Najman, Hugues Talbot:
Power Watershed: A Unifying Graph-Based Optimization Framework. IEEE Trans. Pattern Anal. Mach. Intell. 33(7): 1384-1399 (2011) - [j17]Sylvie Philipp-Foliguet, Michel Jordan, Laurent Najman, Jean Cousty:
Artwork 3D model database indexing and classification. Pattern Recognit. 44(3): 588-597 (2011) - [j16]Camille Couprie, Leo J. Grady, Hugues Talbot, Laurent Najman:
Combinatorial Continuous Maximum Flow. SIAM J. Imaging Sci. 4(3): 905-930 (2011) - [c33]Fabio Dias, Jean Cousty, Laurent Najman:
Some Morphological Operators on Simplicial Complex Spaces. DGCI 2011: 441-452 - [c32]Jessica Lebenberg, Irène Buvat, Mireille Garreau, Christopher Casta, Constantin Constantinides, Jean Cousty, Alexandre Cochet, Stéphanie Jehan-Besson, Christophe Tilmant, Muriel Lefort, Elodie Roullot, Laurent Najman, Laurent Sarry, Patrick Clarysse, Alain De Cesare, Alain Lalande, Frédérique Frouin:
Comparison of different segmentation approaches without using gold standard. Application to the estimation of the left ventricle ejection fraction from cardiac cine MRI sequences. EMBC 2011: 2663-2666 - [c31]Camille Couprie, Hugues Talbot, Jean-Christophe Pesquet, Laurent Najman, Leo J. Grady:
Dual constrained TV-based regularization. ICASSP 2011: 945-948 - [c30]Joël van Neerbos, Laurent Najman, Michael H. F. Wilkinson:
Towards a Parallel Topological Watershed: First Results. ISMM 2011: 248-259 - [c29]Jean Cousty, Laurent Najman:
Incremental Algorithm for Hierarchical Minimum Spanning Forests and Saliency of Watershed Cuts. ISMM 2011: 272-283 - [c28]Camille Couprie, Xavier Bresson, Laurent Najman, Hugues Talbot, Leo J. Grady:
Surface Reconstruction Using Power Watershed. ISMM 2011: 381-392 - 2010
- [j15]Jean Cousty, Laurent Najman, Michel Couprie, Stéphanie Clément-Guinaudeau, Thomas Goissen, Jérôme Garot:
Segmentation of 4D cardiac MRI: Automated method based on spatio-temporal watershed cuts. Image Vis. Comput. 28(8): 1229-1243 (2010) - [j14]Jean Cousty, Gilles Bertrand, Laurent Najman, Michel Couprie:
Watershed Cuts: Thinnings, Shortest Path Forests, and Topological Watersheds. IEEE Trans. Pattern Anal. Mach. Intell. 32(5): 925-939 (2010) - [c27]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 - [c26]Camille Couprie, Leo J. Grady, Laurent Najman, Hugues Talbot:
Anisotropic diffusion using power watersheds. ICIP 2010: 4153-4156 - [c25]Pierre Soille, Laurent Najman:
On Morphological Hierarchical Representations for Image Processing and Spatial Data Clustering. WADGMM 2010: 43-67 - [c24]Roland Levillain, Thierry Géraud, Laurent Najman:
Writing Reusable Digital Topology Algorithms in a Generic Image Processing Framework. WADGMM 2010: 140-153 - [i2]Laurent Najman:
Ultrametric watersheds: a bijection theorem for hierarchical edge-segmentation. CoRR abs/1002.1887 (2010) - [i1]Camille Couprie, Leo J. Grady, Hugues Talbot, Laurent Najman:
Combinatorial Continuous Maximal Flows. CoRR abs/1010.2733 (2010)
2000 – 2009
- 2009
- [j13]Jean Cousty, Gilles Bertrand, Laurent Najman, Michel Couprie:
Watershed Cuts: Minimum Spanning Forests and the Drop of Water Principle. IEEE Trans. Pattern Anal. Mach. Intell. 31(8): 1362-1374 (2009) - [c23]Camille Couprie, Leo J. Grady, Laurent Najman, Hugues Talbot:
Power watersheds: A new image segmentation framework extending graph cuts, random walker and optimal spanning forest. ICCV 2009: 731-738 - [c22]Jean Cousty, Laurent Najman, Jean Serra:
Some Morphological Operators in Graph Spaces. ISMM 2009: 149-160 - [c21]Laurent Najman:
Ultrametric Watersheds. ISMM 2009: 181-192 - [c20]Roland Levillain, Thierry Géraud, Laurent Najman:
Milena: Write Generic Morphological Algorithms Once, Run on Many Kinds of Images. ISMM 2009: 295-306 - [c19]Jean Cousty, Gilles Bertrand, Michel Couprie, Laurent Najman:
Collapses and Watersheds in Pseudomanifolds. IWCIA 2009: 397-410 - 2008
- [j12]Jean Cousty, Michel Couprie, Laurent Najman, Gilles Bertrand:
Weighted fusion graphs: Merging properties and watersheds. Discret. Appl. Math. 156(15): 3011-3027 (2008) - [j11]Jean Cousty, Gilles Bertrand, Michel Couprie, Laurent Najman:
Fusion Graphs: Merging Properties and Watersheds. J. Math. Imaging Vis. 30(1): 87-104 (2008) - [c18]Petr Matas, Eva Dokládalová, Mohamed Akil, Thierry Grandpierre, Laurent Najman, Martin Poupa, Vjaceslav Georgiev:
Parallel Algorithm for Concurrent Computation of Connected Component Tree. ACIVS 2008: 230-241 - [c17]Jean Cousty, Gilles Bertrand, Laurent Najman, Michel Couprie:
On Watershed Cuts and Thinnings. DGCI 2008: 434-445 - [c16]Jean Cousty, Laurent Najman, Jean Serra:
Raising in watershed lattices. ICIP 2008: 2196-2199 - 2007
- [j10]Christian Ronse, Laurent Najman, Etienne Decencière:
ISMM05 special issue. Image Vis. Comput. 25(4): 393-394 (2007) - [j9]David Menotti, Laurent Najman, Jacques Facon, Arnaldo de Albuquerque Araújo:
Multi-Histogram Equalization Methods for Contrast Enhancement and Brightness Preserving. IEEE Trans. Consumer Electron. 53(3): 1186-1194 (2007) - [c15]Jean Cousty, Laurent Najman, Michel Couprie, Stéphanie Clément-Guinaudeau, Thomas Goissen, Jérôme Garot:
Automated, Accurate and Fast Segmentation of 4D Cardiac MR Images. FIMH 2007: 474-483 - [c14]Jean Cousty, Gilles Bertrand, Laurent Najman, Michel Couprie:
Watershed cuts. ISMM (1) 2007: 301-312 - [c13]David Menotti, Laurent Najman, Arnaldo de Albuquerque Araújo:
1D Component tree in linear time and space and its application to gray-level image multithresholding. ISMM (1) 2007: 437-448 - 2006
- [b2]Laurent Najman:
Morphologie mathématique, systèmes dynamiques et applications au traitement des images. (Mathematical Morphology, dynamic systems and image processing applications). University of Marne-la-Vallée, Marne la Vallée, France, 2006 - [j8]Laurent Najman, Michel Couprie:
Building the Component Tree in Quasi-Linear Time. IEEE Trans. Image Process. 15(11): 3531-3539 (2006) - [c12]Jean Cousty, Gilles Bertrand, Michel Couprie, Laurent Najman:
Fusion Graphs, Region Merging and Watersheds. DGCI 2006: 343-354 - [c11]Jean Cousty, Michel Couprie, Laurent Najman, Gilles Bertrand:
Grayscale Watersheds on Perfect Fusion Graphs. IWCIA 2006: 60-73 - 2005
- [j7]Laurent Najman, Michel Couprie, Gilles Bertrand:
Watersheds, mosaics, and the emergence paradigm. Discret. Appl. Math. 147(2-3): 301-324 (2005) - [j6]Michel Couprie, Laurent Najman, Gilles Bertrand:
Quasi-Linear Algorithms for the Topological Watershed. J. Math. Imaging Vis. 22(2-3): 231-249 (2005) - [c10]Michel Couprie, Laurent Najman, Gilles Bertrand:
Algorithms for the Topological Watershed. DGCI 2005: 172-182 - [c9]Laurent Najman, Michel Couprie, Gilles Bertrand:
Mosaics and Watersheds. ISMM 2005: 187-196 - [e1]Christian Ronse, Laurent Najman, Etienne Decencière:
Mathematical Morphology: 40 Years On, Proceedings of the 7th International Symposium on Mathematical Morphology, ISMM 2005, Paris, France, April 18-20, 2005. Computational Imaging and Vision 30, Springer 2005, ISBN 978-1-4020-3442-8 [contents] - 2004
- [c8]Laurent Najman:
Using mathematical morphology for document skew estimation. DRR 2004: 182-191 - 2003
- [c7]Laurent Najman, Michel Couprie:
Watershed Algorithms and Contrast Preservation. DGCI 2003: 62-71 - 2001
- [c6]Bart Lamiroy, Laurent Najman:
Scan-to-XML: Using Software Component Algebra for Intelligent Document Generation. GREC 2001: 211-221 - [c5]J. C. Lecoq, Laurent Najman, Olivier Gibot, Éric Trupin:
Benchmarking Commercial OCR Engines for Technical Drawings Indexing. ICDAR 2001: 138-1204 - [c4]Laurent Najman, Olivier Gibot, Stéphane Berche:
Indexing Technical Drawings Using Title Block Structure Recognition. ICDAR 2001: 587-591
1990 – 1999
- 1998
- [j5]Jean-Pierre Aubin, Laurent Najman:
The Montagne Russe algorithm for global optimization. Math. Methods Oper. Res. 48(2): 153-168 (1998) - 1997
- [j4]Eric Bouvier, Eyal Cohen, Laurent Najman:
From crowd simulation to airbag deployment: particle systems, a new paradigm of simulation. J. Electronic Imaging 6(1): 94-107 (1997) - 1996
- [j3]Laurent Najman, Michel Schmitt:
Geodesic Saliency of Watershed Contours and Hierarchical Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 18(12): 1163-1173 (1996) - [c3]Juliette Mattioli, Luc Doyen, Laurent Najman:
Lattice Operators Underlying Dynamic Systems. ISMM 1996: 23-30 - 1995
- [j2]Luc Doyen, Laurent Najman, Juliette Mattioli:
Mutational equations of the morphological dilation tubes. J. Math. Imaging Vis. 5(3): 219-230 (1995) - [c2]Laurent Najman, Régis Vaillant:
Topological and geometrical corners by watershed. CAIP 1995: 262-269 - 1994
- [b1]Laurent Najman:
Morphologie Mathématique: de la Segmentation d'Images à l'Analyse Multivoque. (Mathematical Morphology: from Image Segmentation to Set-Valued Analysis). Paris Dauphine University, France, 1994 - [j1]Laurent Najman, Michel Schmitt:
Watershed of a continuous function. Signal Process. 38(1): 99-112 (1994) - [c1]Luc Doyen, Laurent Najman, Juliette Mattioli:
Mutational Equations of Morphological Dilation Tubes. ISMM 1994: 13-20
Coauthor Index
aka: Zenilton Kleber G. do Patrocínio Jr.
aka: Zenilton K. G. do Patrocínio
aka: Zenilton Patrocínio
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