François-Xavier Dupé

Publications

Article dans une revue (11)

Supervised machine learning on Galactic filaments L. Berthelot,A. Zavagno,Thierry Artières,F. -X. Dupé,M. Grayet al. Astronomy & Astrophysics - A&A, 2024, 692, pp.A41. ⟨10.1051/0004-6361/202450828⟩ Article dans une revue hal-04818221v1
Supervised machine learning on Galactic filaments. Revealing the filamentary structure of the Galactic interstellar medium A. Zavagno,F. -X. Dupé,S. Bensaid,E. Schisano,G. Li Causiet al. Astronomy & Astrophysics - A&A, 2023, 669, ⟨10.1051/0004-6361/202244103⟩ Article dans une revue insu-03967851v1
CONCERTO: Extracting the power spectrum of the [C II ] emission line M. van Cuyck,N. Ponthieu,G. Lagache,A. Beelen,M. Bétherminet al. Astronomy & Astrophysics - A&A, 2023, 676, pp.A62. ⟨10.1051/0004-6361/202346270⟩ Article dans une revue hal-04128387v1
Population-wise Labeling of Sulcal Graphs using Multi-graph Matching Rohit Yadav,François-Xavier Dupé,S. Takerkart,Guillaume Auzias PLoS ONE, 2023, ⟨10.1371/journal.pone.0293886⟩ Article dans une revue hal-03963359v3
Exploratory Study on Application of MALDI-TOF-MS to Detect SARS-CoV-2 Infection in Human Saliva Monique Melo Costa,Hugo Martin,Bertrand Estellon,François-Xavier Dupé,Florian Sabyet al. Journal of Clinical Medicine, 2022, 11 (2), pp.295. ⟨10.3390/jcm11020295⟩ Article dans une revue hal-03589803v1
Generalized Greedy Alternatives François-Xavier Dupé,Sandrine Anthoine Applied and Computational Harmonic Analysis, 2018, ⟨10.1016/j.acha.2018.10.005⟩ Article dans une revue hal-01431322v2
Removal of two large-scale cosmic microwave background anomalies after subtraction of the integrated Sachs-Wolfe effect A. Rassat,J.-L. Starck,F.-X. Dupé Astronomy & Astrophysics - A&A, 2013, 557, pp.A32. ⟨10.1051/0004-6361/201219793⟩ Article dans une revue cea-01135418v1
A Compressed Sensing Approach to 3D Weak Lensing Adrienne Leonard,François-Xavier Dupé,Jean-Luc Starck Astronomy & Astrophysics - A&A, 2012, 539, pp.A85. ⟨10.1051/0004-6361/201117642⟩ Article dans une revue hal-00658818v1
Deconvolution under Poisson noise using exact data fidelity and synthesis or analysis sparsity priors François-Xavier Dupé,Jalal M. Fadili,Jean-Luc Starck Statistical Methodology, 2012, 9 (1-2), pp.4-18. ⟨10.1016/j.stamet.2011.04.008⟩ Article dans une revue hal-00575429v1
An Optimal Approach for Measuring the Integrated Sachs Wolfe Effect François-Xavier Dupé,Anais Rassat,Jean-Luc Starck,Jalal M. Fadili Astronomy & Astrophysics - A&A, 2011, 534 (A51), 16 p. ⟨10.1051/0004-6361/201015893⟩ Article dans une revue hal-00808620v1
A proximal iteration for deconvolving Poisson noisy images using sparse representations François-Xavier Dupé,Jalal M. Fadili,Jean-Luc Starck IEEE Transactions on Image Processing, 2009, 18 (2), pp.310-321. ⟨10.1109/TIP.2008.2008223⟩ Article dans une revue hal-00264972v2

Communication dans un congrès (22)

Kernelized multi-graph matching François-Xavier Dupé,Rohit Yadav,Guillaume Auzias,S. Takerkart 14th Asian Conference on Machine Learning (ACML 2022), Dec 2022, Hyderabad, India Communication dans un congrès hal-03809028v1
On the relevance of multi-graph matching for sulcal graphs R Yadav,François-Xavier Dupé,S Takerkart,G Auzias IEEE International Conference on Image Processing (ICIP 2022), Oct 2022, Bordeaux, France Communication dans un congrès hal-03776013v1
Labelling Sulcal Graphs Across Indiviuals Using Multigraph Matching N. Buskulic,François-Xavier Dupé,S. Takerkart,Guillaume Auzias 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), Apr 2021, Nice, France. pp.1486-1490, ⟨10.1109/ISBI48211.2021.9434035⟩ Communication dans un congrès hal-03401832v1
Mapping individual differences in cortical architecture using multi-view representation learning Akrem Sellami,François-Xavier Dupé,Bastien Cagna,Hachem Kadri,Stéphane Ayacheet al. IJCNN 2020 - International Joint Conference on Neural Networks, Jul 2020, Glasgow, United Kingdom Communication dans un congrès hal-02520673v1
Learning from Diffusion-Weighted Magnetic Resonance Images using graph kernels Sylvain Takerkart,Gottfried Berton,Nicole Malfait,François-Xavier Dupé 11th IAP Workshop on Graph-based Representation, GbR2017, May 2017, Anacapri, Italy Communication dans un congrès hal-01484660v1
Generalized Subspace Pursuit and an application to sparse Poisson denoising François-Xavier Dupé,Sandrine Anthoine International Conference on Image Processing (ICIP) 2014, IEEE conference on,, Oct 2014, Paris, France Communication dans un congrès hal-01071760v1
A greedy approach to sparse poisson denoising François-Xavier Dupé,Sandrine Anthoine Machine Learning for Signal Processing (MLSP), 2013 IEEE International Workshop on, Sep 2013, Southampton, United Kingdom. pp.1-6, ⟨10.1109/MLSP.2013.6661993⟩ Communication dans un congrès hal-00998189v1
The Multi-Task Learning View of Multimodal Data Hachem Kadri,Stéphane Ayache,Cécile Capponi,Sokol Koço,François-Xavier Dupéet al. Asian Conference on Machine Learning (ACML), Nov 2013, Canberra, Australia. pp.261--276 Communication dans un congrès hal-01070601v1
Shape Similarity based on a Treelet Kernel with Edition Sébastien Bougleux,François-Xavier Dupé,Luc Brun,Myriam Mokhtari Joint IAPR International Workshop, SSPR & SPR 2012, Nov 2012, Hiroshima, Japan. pp.199-207 Communication dans un congrès hal-00768661v1
Shape Similarity based on Combinatorial Maps and a Tree Pattern Kernel Luc Brun,Sébastien Bougleux,François-Xavier Dupé,Benoit Gaüzère,Myriam Mokhtari 21st International Conference on Pattern Recognition, Nov 2012, Tsukuba, Japan. pp.000-0000 Communication dans un congrès hal-00768662v1
Inverse Problems with Poisson noise: Primal and Primal-Dual Splitting François-Xavier Dupé,Jalal M. Fadili,Jean-Luc Starck 18th IEEE International Conference on Image Processing (ICIP 2011), Sep 2011, Bruxelles, Belgium. ⟨10.1109/ICIP.2011.6115841⟩ Communication dans un congrès hal-00575602v1
Linear inverse problems with various noise models and mixed regularizations François-Xavier Dupé,Jalal M. Fadili,Jean-Luc Starck 1st InternationalWorkshop on New Computational Methods for Inverse Problems, May 2011, Cachan, France. ⟨10.4108/icst.valuetools.2011.246491⟩ Communication dans un congrès hal-01080093v1
Data augmentation for galaxy density map reconstruction François-Xavier Dupé,Jalal M. Fadili,Jean-Luc Starck ICIP 2011 - 18th IEEE International Conference on Image Processing, Sep 2011, Bruxelles, Belgium. ⟨10.1109/ICIP.2011.6115674⟩ Communication dans un congrès hal-00575577v1
Object Classification Based on Graph Kernels Amal Mahboubi,Luc Brun,François-Xavier Dupé HPCS 2010, Jun 2010, Caen, France. pp.385-389 Communication dans un congrès hal-00954566v1
Kernel-Based Implicit Regularization of Structured Objects François-Xavier Dupé,Sébastien Bougleux,Luc Brun,Olivier Lezoray,Abderrahim Elmoataz International Conference on Pattern Recognition, 2010, Istanbul, Turkey. pp.2142 - 2145, ⟨10.1109/ICPR.2010.525⟩ Communication dans un congrès hal-00521068v1
Classification de formes avec un noyau sur graphes flexible et robuste au bruit François-Xavier Dupé,Luc Brun Proceedings of RFIA'2010, Jan 2010, Caen, France. 8 p Communication dans un congrès hal-00806786v1
Tree covering within a graph kernel framework for shape classification François-Xavier Dupé,Luc Brun I.C.I.A.P 2009, 2009, Vietri sul Mare, Italy. pp.278-287, ⟨10.1007/978-3-642-04146-4_31⟩ Communication dans un congrès hal-00820626v1
Shape classification using a flexible graph kernel François-Xavier Dupé,Luc Brun Proceedings of CAIP 2009, 2009, Münster, Germany. pp.705-713, ⟨10.1007/978-3-642-03767-2_86⟩ Communication dans un congrès hal-00820629v1
Edition within a graph kernel framework for shape recognition François-Xavier Dupé,Luc Brun Graph Based Representation in Pattern Recognition 2009, 2009, Venice, Italy. pp.11-20, ⟨10.1007/978-3-642-02124-4_2⟩ Communication dans un congrès hal-00820622v1
Hierarchical Bag of Paths for Kernel Based Shape Classification François-Xavier Dupé,Luc Brun Joint IAPR International Workshops on Structural and Syntactic Pattern Recognition (SSPR 2008), Dec 2008, Orlando, United States. pp.227-236 Communication dans un congrès hal-00332317v1
Deconvolution of confocal microscopy images using proximal iteration and sparse representations François-Xavier Dupé,Jalal M. Fadili,Jean-Luc Starck Biomedical Imaging: From Nano to Macro, 2008. ISBI 2008. 5th IEEE International Symposium on, May 2008, Paris, France. pp.0, ⟨10.1109/ISBI.2008.4541101⟩ Communication dans un congrès hal-00264964v2
IMAGE DECONVOLUTION UNDER POISSON NOISE USING SPARSE REPRESENTATIONS AND PROXIMAL THRESHOLDING ITERATION François-Xavier Dupé,Jalal M. Fadili,Jean-Luc Starck International Conference on Acoustics, Speech, and Signal Processing, Mar 2008, Las Vegas, United States Communication dans un congrès hal-00243126v3

Pré-publication, Document de travail (1)

Greed is Fine: on Finding Sparse Zeros of Hilbert Operators François-Xavier Dupé 2015 Pré-publication, Document de travail hal-01120059v2

Autre publication scientifique (1)

Linear inverse problems with noise: primal and primal-dual splitting François-Xavier Dupé,Jalal M. Fadili,Jean-Luc Starck 2011 Autre publication scientifique hal-00575610v1

Thèse (1)

Restauration et reconnaissance des formes dans des images avec bruit de Poisson : application à l'analyse des neurones en microscopies de fluorescence François-Xavier Dupé Traitement des images [eess.IV]. Université de Caen, 2010. Français. ⟨NNT : ⟩ Thèse tel-01075453v1