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Julien Rabin

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Julien Rabin est Maître de Conférences à l'Université de Caen Basse Normandie depuis 2011, en section 61. Il travaille au sein de l'équipe ``image'' du GREYC, UMR 6072, localisée à l'ENSICAEN. Ses domaines d'activités de recherche s'articulent autour de deux thématiques majeures : les méthodes statistiques robustes pour la vision par ordinateur, et le transport optimal pour les problèmes d'imagerie.
Julien Rabin est Maître de Conférences à l'Université de Caen Basse Normandie depuis 2011, en section 61. Il travaille au sein de l'équipe ``image'' du GREYC, UMR 6072, localisée à l'ENSICAEN. Ses domaines d'activités de recherche s'articulent autour de deux thématiques majeures : les méthodes statistiques robustes pour la vision par ordinateur, et le transport optimal pour les problèmes d'imagerie.

Publications

A Generative Model for Texture Synthesis based on Optimal Transport between Feature Distributions

Antoine Houdard , Arthur Leclaire , Nicolas Papadakis , Julien Rabin
Journal of Mathematical Imaging and Vision, 2022, ⟨10.1007/s10851-022-01108-9⟩
Journal articles hal-03386084v1
Image document

A Stochastic Multi-layer Algorithm for Semi-Discrete Optimal Transport with Applications to Texture Synthesis and Style Transfer

Arthur Leclaire , Julien Rabin
Journal of Mathematical Imaging and Vision, 2020
Journal articles hal-02331068v2
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On Demand Solid Texture Synthesis Using Deep 3D Networks

Jorge Gutierrez , Julien Rabin , Bruno Galerne , Thomas Hurtut
Computer Graphics Forum, inPress, ⟨10.1111/cgf.13889⟩
Journal articles hal-01678122v3
Image document

A Texture Synthesis Model Based on Semi-discrete Optimal Transport in Patch Space

Bruno Galerne , Arthur Leclaire , Julien Rabin
SIAM Journal on Imaging Sciences, 2018, ⟨10.1137/18M1175781⟩
Journal articles hal-01726443v2
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Convex Histogram-Based Joint Image Segmentation with Regularized Optimal Transport Cost

Nicolas Papadakis , Julien Rabin
Journal of Mathematical Imaging and Vision, 2017, ⟨10.1007/s10851-017-0725-5⟩
Journal articles hal-01533657v1
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Sliced and Radon Wasserstein Barycenters of Measures

Nicolas Bonneel , Julien Rabin , Gabriel Peyré , Hanspeter Pfister
Journal of Mathematical Imaging and Vision, 2015, 1 (51), pp.22-45. ⟨10.1007/s10851-014-0506-3⟩
Journal articles hal-00881872v1

An Analysis of the SURF Method

Edouard Oyallon , Julien Rabin
Image Processing On Line, 2015, 5, pp.176 - 218. ⟨10.5201/ipol.2015.69⟩
Journal articles hal-01657161v1
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The Heeger & Bergen Pyramid Based Texture Synthesis Algorithm

Thibaud Briand , Jonathan Vacher , Bruno Galerne , Julien Rabin
Image Processing On Line, 2014, 4, pp.276 - 299. ⟨10.5201/ipol.2014.79⟩
Journal articles hal-01435323v1
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Artefact-free color and contrast modification

Julien Rabin , Julie Delon , Yann Gousseau
IEEE Transactions on Image Processing, 2011, 20 (11), ⟨10.1109/TIP.2011.2142318⟩
Journal articles hal-00505966v2
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Transportation Distances on the Circle and Applications

Julie Delon , Julien Rabin , Yann Gousseau
Journal of Mathematical Imaging and Vision, 2011, 41 (147), ⟨10.1007/s10851-011-0284-0⟩
Journal articles hal-00399832v3
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A Statistical Approach to the Matching of Local Features

Julien Rabin , Julie Delon , Yann Gousseau
SIAM Journal on Imaging Sciences, 2009, 2 (3), pp.28. ⟨10.1137/090751359⟩
Journal articles hal-00168285v3
Image document

Transfert de style d'images par mise en correspondance multi-échelle et contrainte de patchs

Benjamin Samuth , David Tschumperlé , Julien Rabin
GRETSI 2022, Sep 2022, Nancy, France
Conference papers hal-03777664v1
Image document

A Patch-Based Approach for Artistic Style Transfer via Constrained Multi-Scale Image Matching

Benjamin Samuth , David Tschumperlé , Julien Rabin
IEEE International Conference on Image Processing (ICIP'2022), Oct 2022, Bordeaux, France. ⟨10.1109/ICIP46576.2022.9897334⟩
Conference papers hal-03826671v1
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Réseaux de Neurones Légers et Modulaires pour le Transfert de Styles à Deux Échelles

Thibault Durand , Julien Rabin , David Tschumperlé
GRETSI 2022, Sep 2022, Nancy, France
Conference papers hal-03777665v1
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Modular and Lightweight Networks for Bi-scale Style Transfer

Thibault Durand , Julien Rabin , David Tschumperlé
IEEE International Conference on Image Processing (ICIP'2022), Oct 2022, Bordeaux, France. ⟨10.1109/ICIP46576.2022.9898056⟩
Conference papers hal-03826652v1
Image document

Shallow Multi-Scale Network for Stylized Super-Resolution

Thibault Durand , Julien Rabin , David Tschumperlé
2021 IEEE International Conference on Image Processing, IEEE, Sep 2021, Anchorage, United States
Conference papers hal-03146958v1
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Variational models for signal processing with Graph Neural Networks

Amitoz Azad , Julien Rabin , Abderrahim Elmoataz
Scale Space and Variational Methods in Computer Vision, May 2021, Cabourg, France
Conference papers hal-03249876v1
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Réseaux de Neurones Légers Multi-Échelle pour la Super-Résolution Stylisée d'Images

Thibault Durand , Julien Rabin , David Tschumperlé
ORASIS 2021, Sep 2021, Saint-Ferréol, France
Conference papers hal-03337260v1
Image document

Wasserstein Generative Models for Patch-based Texture Synthesis

Antoine Houdard , Arthur Leclaire , Nicolas Papadakis , Julien Rabin
International Conference on Scale Space and Variational Methods in Computer Vision (SSVM'21), May 2021, Cabourg, France. pp.269--280
Conference papers hal-02824076v2
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Réseaux de Neurones Multi-Echelle pour la Super-Résolution Stylisée

Thibault Durand , David Tschumperlé , Julien Rabin
ORASIS 2021, Centre National de la Recherche Scientifique [CNRS], Sep 2021, Saint Ferréol, France
Conference papers hal-03339663v1
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Generating Private Data Surrogates for Vision Related Tasks

Ryan Webster , Julien Rabin , Loïc Simon , Frédéric Jurie
ICPR 2020, International Association of Pattern Recognition, IAPR, Jan 2021, Milan, Italy
Conference papers hal-02367948v2
Image document

A Fast Multi-Layer Approximation to Semi-Discrete Optimal Transport

Arthur Leclaire , Julien Rabin
Seventh International Conference on Scale Space and Variational Methods in Computer Vision, Jun 2019, Hofgeismar, Germany
Conference papers hal-02080222v1

Detecting Overfitting of Deep Generative Networks via Latent Recovery

Ryan Webster , Julien Rabin , Loïc Simon , Frédéric Jurie
IEEE conference on computer vision and pattern recognition, Jun 2019, Long Beach, United States
Conference papers hal-02128249v1

Revisiting Precision and Recall Definition for Generative Model Evaluation

Loïc Simon , Ryan Webster , Julien Rabin
International Conference on Machine Learning (ICML), Jun 2019, Long Beach, United States
Conference papers hal-02131217v1
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SYMMETRIC UPWIND SCHEME FOR DISCRETE WEIGHTED TOTAL VARIATION

Sonia Tabti , Julien Rabin , Abderrahim Elmoataz
2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2018, calgary, Canada. ⟨10.1109/ICASSP.2018.8461736⟩
Conference papers hal-01629413v1
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Semi-Discrete Optimal Transport in Patch Space for Enriching Gaussian Textures

Bruno Galerne , Arthur Leclaire , Julien Rabin
Geometric Science of Information, Nov 2017, Paris, France. ⟨10.1007/978-3-319-68445-1_12⟩
Conference papers hal-01560785v1
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Variation totale discrète en schéma décentré symétrique

Sonia Tabti , Julien Rabin , Abderrahim Elmoataz
GRETSI 2017, Sep 2017, Juan-les-Pins, France
Conference papers hal-01557028v1
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Optimal Patch Assignment for Statistically Constrained Texture Synthesis

Jorge Alberto Gutierrez Ortega , Julien Rabin , Bruno Galerne , Thomas Hurtut
Scale Space and Variational Methods in Computer Vision. SSVM 2017, Jun 2017, Kolding, Denmark. ⟨10.1007/978-3-319-58771-4_14⟩
Conference papers hal-01510745v1
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Automatic discovery of discriminative parts as a quadratic assignment problem

Ronan Sicre , Julien Rabin , Yannis Avrithis , Teddy Furon , Frédéric Jurie et al.
ICCV Workshops -- CEFRL, Oct 2017, Venise, Italy. pp.1059-1068
Conference papers hal-01623148v1

Non-convex Relaxation of Optimal Transport for Color Transfer Between Images

Julien Rabin , Nicolas Papadakis
Geometric Science of Information (GSI'15), Oct 2015, Paris-Saclay, France. pp.87-95
Conference papers hal-01689687v1
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Convex Color Image Segmentation with Optimal Transport Distances

Julien Rabin , Nicolas Papadakis
International Conference on Scale Space and Variational Methods in Computer Vision (SSVM'15), May 2015, Lège Cap Ferret, France. pp.256-269
Conference papers hal-01133447v1
Image document

Co-segmentation non-supervisée d'images utilisant les distances de Sinkhorn

Julien Rabin , Nicolas Papadakis
Colloque du Groupe de Recherche et d'Etudes de Traitement du Signal et des Images (GRETSI'15), Sep 2015, Lyon, France
Conference papers hal-01200862v1
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Adaptive Color Transfer With Relaxed Optimal Transport

Julien Rabin , Sira Ferradans , Nicolas Papadakis
IEEE international Conference on Image Processing (ICIP'14), Oct 2014, Paris, France. pp.4852-4856
Conference papers hal-01002830v1
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Regularized Discrete Optimal Transport

Sira Ferradans , Nicolas Papadakis , Julien Rabin , Gabriel Peyré , Jean-François Aujol et al.
International Conference on Scale Space and Variational Methods in Computer Vision (SSVM'13), Jun 2013, Schloss Seggau, Leibnitz, Austria. pp.428-439, ⟨10.1007/978-3-642-38267-3_36⟩
Conference papers hal-00797078v1
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Wasserstein Active Contours

Gabriel Peyré , Jalal M. Fadili , Julien Rabin
ICIP'12, Sep 2012, Orlando, United States. pp.2541 - 2544, ⟨10.1109/ICIP.2012.6467416⟩
Conference papers hal-00593424v1
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Régularisation de Wasserstein. Application au Transfert de Couleur

Rabin Julien , Gabriel Peyré
GRETSI'11, 2011, France
Conference papers hal-00744813v1
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Wasserstein Barycenter and its Application to Texture Mixing

Rabin Julien , Gabriel Peyré , Julie Delon , Bernot Marc
SSVM'11, 2011, Israel. pp.435-446
Conference papers hal-00476064v1
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Wasserstein Regularization of Imaging Problems

Julien Rabin , Gabriel Peyré
ICIP 2011 : 2011 IEEE International Conference on Image Processing, Sep 2011, Bruxelles, Belgium
Conference papers hal-00591279v1
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Synthèse de textures par transport optimal

Rabin Julien , Gabriel Peyré
GRETSI'11, 2011, France
Conference papers hal-00744812v1
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MAC-RANSAC: a robust algorithm for the recognition of multiple objects

Julien Rabin , Julie Delon , Yann Gousseau , Lionel Moisan
Fifth International Symposium on 3D Data Processing, Visualization and Transmission (3DPTV 2010), 2010, Paris, France. pp.051
Conference papers hal-00466487v2

MAC-RANSAC : reconnaissance automatique d'objets multiples

Julien Rabin , Julie Delon , Yann Gousseau , Lionel Moisan
17ème Congrès Francophone de Reconnaissance des Formes et Intelligence Artificielle (RFIA 2010, Caen), Jan 2010, Caen, France
Conference papers hal-00674152v1
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Geodesic Shape Retrieval via Optimal Mass Transport

Julien Rabin , Gabriel Peyré , Laurent D. Cohen
11th European Conference on Computer Vision, Sep 2010, Heraklion, Crete, Greece. pp.771-784, ⟨10.1007/978-3-642-15555-0_56⟩
Conference papers hal-00498607v1
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Regularization of Transportation Maps for Color and Contrast Transfer

Julien Rabin , Julie Delon , Yann Gousseau
ICIP, Sep 2010, Hong Kong, France. pp.1933-1936, ⟨10.1109/ICIP.2010.5650823⟩
Conference papers hal-03690435v1
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Circular Earth Mover's Distance for the comparison of local features

Julien Rabin , Julie Delon , Yann Gousseau
2008 19th International Conference on Pattern Recognition (ICPR), Dec 2008, Tampa, United States. pp.1-4, ⟨10.1109/ICPR.2008.4761372⟩
Conference papers hal-03690442v1
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Approches robustes pour la comparaison d'images et la reconnaissance d'objets

Julien Rabin
Traitement du signal et de l'image [eess.SP]. Télécom ParisTech, 2009. Français. ⟨NNT : ⟩
Theses tel-00472442v1