Publications

List of publications on: Google scholar or HAL

Journals

  • A Texture Synthesis Model Based on Semi-discrete Optimal Transport in Patch Space, B. Galerne, A. Leclaire, J. Rabin, accepted to the SIAM Journal on Imaging Sciences, 2018. (PDF preprint on HAL) (Webpage)
  • Convex Histogram-Based Joint Image Segmentation with Regularized Optimal Transport Cost, N. Papadakis and J. Rabin, Journal of Mathematical Imaging and Vision (JMIV), 2017, (Online final version | arXiv preprint pdf)
  • Sliced and Radon Wasserstein Barycenters of Measures, N. Bonneel, J. Rabin, G. Peyré, and H. Pfister, Journal of Mathematical Imaging and Vision (JMIV), 2015. (Pdf preprint on HAL)
  • An Analysis of the SURF Method, E. Oyallon and J. Rabin, Image Processing On Line Journal (IPOL), 2015 (link)
  • The Heeger & Bergen Pyramid Based Texture Synthesis Algorithm, T. Briand, J. Vacher, B. Galerne and J. Rabin, Image Processing On Line Journal (IPOL), 2014 (link)
  • Artefact-free color and contrast modification, J. Rabin, J. Delon, and Y. Gousseau, IEEE Transactions on Image Processing (TIP), 2011. (Preprint Version)
  • Transportation distances on the circle, J. Delon, J. Rabin, and Y. Gousseau, Journal of Mathematical Imaging and Vision (JMIV), 2011. (Preprint Version)
  • A statistical approach to the matching of local features, J. Rabin, J. Delon, Y. Gousseau, SIAM Imaging Science (SIIMS), 2009 (Preprint version)

Conference proceedings

  • Detecting Overfitting of Deep Generative Networks via Latent Recovery, R. Webster, J. Rabin, L. Simon and F. Jurie, CVPR 2019 (PDF on ArXiv)
  • A Fast Multi-Layer Approximation to Semi-Discrete Optimal Transport, A. Leclaire and J. Rabin, SSVM 2019 (pdf on HAL)
  • Symmetric upwind scheme for discrete Total Variation, S. Tabti, J. Rabin, A. Elmoataz , IEEE ICASSP, 2018 (pdf on HAL)
  • Optimal Patch Assignment for Statistically Constrained Texture Synthesis, J. Gutierrez, J. Rabin, B. Galerne, and T. Hurtut, SSVM, 2017 (pdf on HAL)
  • Variation totale discrète en schéma décentré symétrique, S. Tabti, J. Rabin, and A. Elmoataz-Billah, GRETSI 2017 (pdf on HAL, in French)
  • Automatic discovery of discriminative parts as a quadratic assignment problem, R. Sicre, J. Rabin, Y. Avrithis, T. Furon, E. Kijak and F. Jurie, ICCV Workshop -- CEFRL 2017 (arXiv preprint)
  • Semi-Discrete Optimal Transport in Patch Space for Enriching Gaussian Textures, A. Leclaire, B. Galerne, J. Rabin, GSI 2017 (pdf on HAL)
  • Co-segmentation d’images non-supervisée utilisant les distances de Sinkhorn (in French), J. Rabin and N. Papadakis, GRETSI, 2015 (pdf on HAL)
  • Convex Color Image Segmentation with Optimal Transport Distances, J. Rabin and N. Papadakis, SSVM, 2015, (pdf on HAL)
  • Non-convex relaxation of optimal transport for color transfer, J. Rabin and N. Papadakis, GSI 2015 & NIPS 2014, OTML workshop (pdf)
  • Adaptive Color Transfer with Relaxed Optimal Transport, J. Rabin, S. Ferradans, N. Papadakis, IEEE ICIP, 2014. Top 10% Paper Award (Pdf on HAL)
  • Regularized Discrete Optimal Transport, S. Ferradans, N. Papadakis, J. Rabin, G. Peyré, and J-F. Aujol, SSVM, 2013. (Pdf)
  • Wasserstein Active Contours, G. Peyré, J. Fadili and J. Rabin, IEEE ICIP, 2012. (Pdf)
  • Wasserstein Regularization of Imaging Problem, J. Rabin and G. Peyré, IEEE ICIP, 2011. (Pdf)
  • Wasserstein Barycenter and its Application to Texture Mixing, J. Rabin, G. Peyré, J. Delon, and M. Bernot, SSVM, 2011. (Pdf)
  • Régularisation de Wasserstein. Application au Transfert de Couleurs (in French). J. Rabin and G. Peyré, GRETSI, 2011. (Pdf sur HAL)
  • Synthèse de textures par transport optimal (in French), J. Rabin and G. Peyré, GRETSI, 2011. (Pdf sur HAL)
  • MAC-RANSAC: a robust algorithm for the recognition of multiple objects, J. Rabin, J. Delon, Y. Gousseau and L. Moisan, 3D'PVT, 2010. (HAL)
  • Regularization of transportation maps for color and contrast transfer, J. Rabin, J. Delon, and Y. Gousseau, IEEE ICIP, 2010. (Pdf)
  • Geodesic Shape Retrieval via Optimal Mass Transport, J. Rabin, G. Peyré, and L. D. Cohen, ECCV, 2010. (Pdf on HAL)
  • MAC-RANSAC : reconnaissance automatique d'objets multiples (in French), J. Rabin, J. Delon, Y. Gousseau and L. Moisan, RFIA, 2010. (Pdf)
  • Circular Earth Mover’s Distance for the comparison of local features, J. Rabin, J. Delon, and Y. Gousseau, IEEE ICPR, 2008. (Pdf)
  • A contrario matching of SIFT-like descriptors, J. Rabin, J. Delon, and Y. Gousseau, IEEE ICPR, 2008. (Pdf preprint on HAL)
  • Mise en correspondance de descripteurs géométriques locaux par méthode a contrario (in French), J. Rabin, J. Delon, and Y. Gousseau, GRETSI, 2007. (Pdf)

Code

PhD thesis (in French)

  • Approches robustes pour la comparaison d'images et la reconnaissance d'objets, 2009 (Pdf)