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Number of documents

40

Resumé


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.


Journal articles10 documents

  • Arthur Leclaire, Julien Rabin. A Stochastic Multi-layer Algorithm for Semi-Discrete Optimal Transport with Applications to Texture Synthesis and Style Transfer. Journal of Mathematical Imaging and Vision, Springer Verlag, 2020. ⟨hal-02331068v2⟩
  • Jorge Gutierrez, Julien Rabin, Bruno Galerne, Thomas Hurtut. On Demand Solid Texture Synthesis Using Deep 3D Networks. Computer Graphics Forum, Wiley, In press, ⟨10.1111/cgf.13889⟩. ⟨hal-01678122v3⟩
  • Bruno Galerne, Arthur Leclaire, Julien Rabin. A Texture Synthesis Model Based on Semi-discrete Optimal Transport in Patch Space. SIAM Journal on Imaging Sciences, Society for Industrial and Applied Mathematics, 2018, ⟨10.1137/18M1175781⟩. ⟨hal-01726443v2⟩
  • Nicolas Papadakis, Julien Rabin. Convex Histogram-Based Joint Image Segmentation with Regularized Optimal Transport Cost. Journal of Mathematical Imaging and Vision, Springer Verlag, 2017, ⟨10.1007/s10851-017-0725-5⟩. ⟨hal-01533657⟩
  • Nicolas Bonneel, Julien Rabin, Gabriel Peyré, Hanspeter Pfister. Sliced and Radon Wasserstein Barycenters of Measures. Journal of Mathematical Imaging and Vision, Springer Verlag, 2015, 1 (51), pp.22-45. ⟨10.1007/s10851-014-0506-3⟩. ⟨hal-00881872⟩
  • Edouard Oyallon, Julien Rabin. An Analysis of the SURF Method. Image Processing On Line, IPOL - Image Processing on Line, 2015, 5, pp.176 - 218. ⟨10.5201/ipol.2015.69⟩. ⟨hal-01657161⟩
  • Thibaud Briand, Jonathan Vacher, Bruno Galerne, Julien Rabin. The Heeger & Bergen Pyramid Based Texture Synthesis Algorithm. Image Processing On Line, IPOL - Image Processing on Line, 2014, 4, pp.276 - 299. ⟨10.5201/ipol.2014.79⟩. ⟨hal-01435323⟩
  • Julie Delon, Julien Rabin, Yann Gousseau. Transportation Distances on the Circle and Applications. Journal of Mathematical Imaging and Vision, Springer Verlag, 2011, 41 (147), ⟨10.1007/s10851-011-0284-0⟩. ⟨hal-00399832v3⟩
  • Julien Rabin, Julie Delon, Yann Gousseau. Artefact-free color and contrast modification. IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers, 2011, 20 (11), ⟨10.1109/TIP.2011.2142318⟩. ⟨hal-00505966v2⟩
  • Julien Rabin, Julie Delon, Yann Gousseau. A Statistical Approach to the Matching of Local Features. SIAM Journal on Imaging Sciences, Society for Industrial and Applied Mathematics, 2009, 2 (3), pp.28. ⟨10.1137/090751359⟩. ⟨hal-00168285v3⟩

Conference papers24 documents

  • Ryan Webster, Julien Rabin, Loïc Simon, Frédéric Jurie. Generating Private Data Surrogates for Vision Related Tasks. SPML19, ICML Workshop on Security and Privacy of Machine Learning, Jun 2019, Long Beach, United States. ⟨hal-02367948v2⟩
  • Arthur Leclaire, Julien Rabin. A Fast Multi-Layer Approximation to Semi-Discrete Optimal Transport. Seventh International Conference on Scale Space and Variational Methods in Computer Vision, Jun 2019, Hofgeismar, Germany. ⟨hal-02080222⟩
  • Ryan Webster, Julien Rabin, Loïc Simon, Frédéric Jurie. Detecting Overfitting of Deep Generative Networks via Latent Recovery. IEEE conference on computer vision and pattern recognition, Jun 2019, Long Beach, United States. ⟨hal-02128249⟩
  • Loïc Simon, Ryan Webster, Julien Rabin. Revisiting Precision and Recall Definition for Generative Model Evaluation. International Conference on Machine Learning (ICML), Jun 2019, Long Beach, United States. ⟨hal-02131217⟩
  • Jorge Alberto Gutierrez Ortega, Julien Rabin, Bruno Galerne, Thomas Hurtut. Optimal Patch Assignment for Statistically Constrained Texture Synthesis. Scale Space and Variational Methods in Computer Vision. SSVM 2017, Jun 2018, Kolding, Denmark. ⟨10.1007/978-3-319-58771-4_14⟩. ⟨hal-01510745⟩
  • Sonia Tabti, Julien Rabin, Abderrahim Elmoataz. SYMMETRIC UPWIND SCHEME FOR DISCRETE WEIGHTED TOTAL VARIATION. 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2018, calgary, Canada. ⟨10.1109/ICASSP.2018.8461736⟩. ⟨hal-01629413⟩
  • Sonia Tabti, Julien Rabin, Abderrahim Elmoataz. Variation totale discrète en schéma décentré symétrique. GRETSI 2017, Sep 2017, Juan-les-Pins, France. ⟨hal-01557028⟩
  • Bruno Galerne, Arthur Leclaire, Julien Rabin. Semi-Discrete Optimal Transport in Patch Space for Enriching Gaussian Textures. Geometric Science of Information, Nov 2017, Paris, France. ⟨10.1007/978-3-319-68445-1_12⟩. ⟨hal-01560785⟩
  • Ronan Sicre, Julien Rabin, Yannis Avrithis, Teddy Furon, Frédéric Jurie, et al.. Automatic discovery of discriminative parts as a quadratic assignment problem. ICCV Workshops -- CEFRL, Oct 2017, Venise, Italy. pp.1059-1068. ⟨hal-01623148⟩
  • Julien Rabin, Nicolas Papadakis. Co-segmentation non-supervisée d'images utilisant les distances de Sinkhorn. Colloque GRETSI 2015, Sep 2015, Lyon, France. ⟨hal-01200862⟩
  • Julien Rabin, Nicolas Papadakis. Non-convex Relaxation of Optimal Transport for Color Transfer Between Images. Geometric Science of Information, Oct 2015, Paris-Saclay, France. ⟨hal-01689687⟩
  • Julien Rabin, Nicolas Papadakis. Convex Color Image Segmentation with Optimal Transport Distances. Scale Space and Variational Methods in Computer Vision, May 2015, Lège Cap Ferret, France. ⟨hal-01133447⟩
  • Julien Rabin, Sira Ferradans, Nicolas Papadakis. Adaptive Color Transfer With Relaxed Optimal Transport. IEEE international Conference on Image Processing, Oct 2014, Paris, France. pp.5. ⟨hal-01002830⟩
  • Sira Ferradans, Nicolas Papadakis, Julien Rabin, Gabriel Peyré, Jean-François Aujol. Regularized Discrete Optimal Transport. SSVM 2013 - International Conference on Scale Space and Variational Methods in Computer Vision, Jun 2013, Schloss Seggau, Leibnitz, Austria. pp.428-439, ⟨10.1007/978-3-642-38267-3_36⟩. ⟨hal-00797078⟩
  • Gabriel Peyré, Jalal M. Fadili, Julien Rabin. Wasserstein Active Contours. ICIP'12, Sep 2012, Orlando, United States. pp.2541 - 2544, ⟨10.1109/ICIP.2012.6467416⟩. ⟨hal-00593424⟩
  • Julien Rabin, Gabriel Peyré. Wasserstein Regularization of Imaging Problems. ICIP 2011 : 2011 IEEE International Conference on Image Processing, Sep 2011, Bruxelles, Belgium. ⟨hal-00591279⟩
  • Rabin Julien, Gabriel Peyré. Synthèse de textures par transport optimal. GRETSI'11, 2011, France. ⟨hal-00744812⟩
  • Rabin Julien, Gabriel Peyré. Régularisation de Wasserstein. Application au Transfert de Couleur. GRETSI'11, 2011, France. ⟨hal-00744813⟩
  • Rabin Julien, Gabriel Peyré, Julie Delon, Bernot Marc. Wasserstein Barycenter and its Application to Texture Mixing. SSVM'11, 2011, Israel. pp.435-446. ⟨hal-00476064⟩
  • Julien Rabin, Gabriel Peyré, Laurent D. Cohen. Geodesic Shape Retrieval via Optimal Mass Transport. 11th European Conference on Computer Vision, Sep 2010, Heraklion, Crete, Greece. pp.771-784, ⟨10.1007/978-3-642-15555-0_56⟩. ⟨hal-00498607⟩
  • Julien Rabin, Julie Delon, Yann Gousseau, Lionel Moisan. MAC-RANSAC: a robust algorithm for the recognition of multiple objects. Fifth International Symposium on 3D Data Processing, Visualization and Transmission (3DPTV 2010), 2010, Paris, France. pp.051. ⟨hal-00466487v2⟩
  • Julien Rabin, Julie Delon, Yann Gousseau, Lionel Moisan. MAC-RANSAC : reconnaissance automatique d'objets multiples. 17ème Congrès Francophone de Reconnaissance des Formes et Intelligence Artificielle (RFIA 2010, Caen), Jan 2010, Caen, France. ⟨hal-00674152⟩
  • Frédéric Dufeu, Julien Rabin. De l'improvisation collective à son redéploiement électroacoustique : une mise en oeuvre par l'enregistrement et la lutherie numérique. journée d'étude Arts et Improvisation collective, Feb 2009, Rennes, France. pp.84-92. ⟨halshs-00627215⟩
  • Frédéric Dufeu, Julien Rabin. Les pratiques musicales provoquées par le numérique : quelles ruptures pour l'acte de création ?. : Compréhension, incompréhension : d'un malentendu à la provocation, journée d'étude Le numérique comme art provoquant l'art : incidences des technologies sur l'art, Mar 2009, Rennes, France. ⟨halshs-00627265⟩

Directions of work or proceedings2 documents

  • Antoine Bonnet, Frédéric Dufeu, Julien Rabin. Questions de phrasé. France. Hermann, pp.250, 2011. ⟨halshs-00627292⟩
  • Antoine Bonnet, Frédéric Dufeu, Julien Rabin. Journées d'Informatique Musicale JIM 2010 : actes du colloque des 18-20 mai 2010. France. Presses Universitaires de Rennes, pp.227, 2010. ⟨halshs-00627290⟩

Other publications1 document

Preprints, Working Papers, ...2 documents

  • Antoine Houdard, Arthur Leclaire, Nicolas Papadakis, Julien Rabin. Wasserstein Generative Models for Patch-based Texture Synthesis. 2020. ⟨hal-02824076v2⟩
  • Ronan Sicre, Julien Rabin, Yannis Avrithis, Teddy Furon, Frédéric Jurie. Automatic discovery of discriminative parts as a quadratic assignment problem. 2016. ⟨hal-02370324⟩

Theses1 document

  • Julien Rabin. Approches robustes pour la comparaison d'images et la reconnaissance d'objets. Traitement du signal et de l'image [eess.SP]. Télécom ParisTech, 2009. Français. ⟨tel-00472442⟩