Publications of Julie Delon

Rémi Laumont, Valentin de Bortoli, Andrés Almansa, Julie Delon, Alain Durmus, et al.. Bayesian imaging using Plug & Play priors: when Langevin meets Tweedie. SIAM Journal on Imaging Sciences, Society for Industrial and Applied Mathematics, 2022, ⟨10.1137/21m1406349⟩. ⟨hal-03161400v3⟩

Antoine Salmona, Julie Delon, Agnès Desolneux. Gromov-Wasserstein Distances between Gaussian Distributions. Journal of Applied Probability, Cambridge University press, 2022, 59 (4). ⟨hal-03197398v3⟩

Julie Delon, Agnès Desolneux. A Wasserstein-type distance in the space of Gaussian Mixture Models. SIAM Journal on Imaging Sciences, Society for Industrial and Applied Mathematics, 2020, 13 (2), pp.936-970. ⟨hal-02178204v4⟩

Alexandre Saint-Dizier, Julie Delon, Charles Bouveyron. A unified view on patch aggregation. Journal of Mathematical Imaging and Vision, Springer Verlag, 2020, ⟨10.1007/s10851-019-00921-z⟩. ⟨hal-01865340v3⟩

Matias Tassano, Julie Delon, Thomas Veit. An Analysis and Implementation of the FFDNet Image Denoising Method. Image Processing On Line, IPOL - Image Processing on Line, 2019, 9, pp.1-25. ⟨10.5201/ipol.2019.231⟩. ⟨hal-02002837⟩

Mariano Rodríguez, Gabriele Facciolo, Rafael Grompone von Gioi, Pablo Musé, Jean-Michel Morel, et al.. SIFT-AID: BOOSTING SIFT WITH AN AFFINE INVARIANT DESCRIPTOR BASED ON CONVOLUTIONAL NEURAL NETWORKS. IEEE International Conference on Image Processing, Institute of Electrical and Electronics Engineers, 2019, https://doi.org/10.1109/ICIP.2019.8803425. ⟨hal-02016010v2⟩

Julie Delon, Agnès Desolneux, Camille Sutour, Agathe Viano. RNLp : Mixing Non-Local and TV-Lp methods to remove impulse noise from images. Journal of Mathematical Imaging and Vision, Springer Verlag, 2018, ⟨10.1007/s10851-018-0856-3⟩. ⟨hal-01381063⟩

Antoine Houdard, Charles Bouveyron, Julie Delon. High-Dimensional Mixture Models For Unsupervised Image Denoising (HDMI). SIAM Journal on Imaging Sciences, Society for Industrial and Applied Mathematics, In press. ⟨hal-01544249v3⟩

Mariano Rodríguez, Julie Delon, Jean-Michel Morel. Fast Affine Invariant Image Matching. Image Processing On Line, IPOL - Image Processing on Line, 2018, 8, pp.251-281. ⟨10.5201/ipol.2018.225⟩. ⟨hal-02002845⟩

Mariano Rodríguez, Julie Delon, Jean-Michel Morel. Covering the Space of Tilts: Application to affine invariant image comparison. SIAM Journal on Imaging Sciences, Society for Industrial and Applied Mathematics, 2018, 11 (2), pp.1230--1267. ⟨hal-01589522v2⟩

Oriel Frigo, Neus Sabater, Julie Delon, Pierre Hellier. Video Style Transfer by Consistent Adaptive Patch Sampling. The Visual Computer, Springer Verlag, 2018, ⟨10.1007/s00371-018-1474-1⟩. ⟨hal-01504771v2⟩

A Newson, Julie Delon, B Galerne. A Stochastic Film Grain Model for Resolution-Independent Rendering. Computer Graphics Forum, Wiley, 2017. ⟨hal-01520260⟩

Cecilia Aguerrebere, Andrés Almansa, Julie Delon, Yann Gousseau, Pablo Musé. A Bayesian Hyperprior Approach for Joint Image Denoising and Interpolation, with an Application to HDR Imaging. IEEE Transactions on Computational Imaging, IEEE, 2017, ⟨10.1109/TCI.2017.2704439⟩. ⟨hal-01107519v5⟩

Antoine Houdard, Andrès Almansa, Julie Delon. Demystifying the asymptotic behavior of global denoising. Journal of Mathematical Imaging and Vision, Springer Verlag, 2017, ⟨10.1007/s10851-017-0716-6⟩. ⟨hal-01340822v3⟩

Alasdair Newson, Noura Faraj, Bruno Galerne, Julie Delon. Realistic Film Grain Rendering. Image Processing On Line, IPOL - Image Processing on Line, 2016. ⟨hal-01536631⟩

Julie Delon, Agnès Desolneux, Thierry Guillemot. PARIGI: a Patch-based Approach to Remove Impulse-Gaussian Noise from Images. Image Processing On Line, IPOL - Image Processing on Line, 2016, 6, pp.130-154. ⟨10.5201/ipol.2016.161⟩. ⟨hal-01339342⟩

Edoardo Provenzi, Julie Delon, Yann Gousseau, Baptiste Mazin. On the second order spatiochromatic structure of natural images. Vision Research, Elsevier, 2016. ⟨hal-01054307⟩

Julie Delon, Thierry Guillemot. Implementation of the Midway Image Equalization. Image Processing On Line, IPOL - Image Processing on Line, 2016, 6, pp.114-129. ⟨10.5201/ipol.2016.140⟩. ⟨hal-01338124⟩

Oriel Frigo, Neus Sabater, Julie Delon, Pierre Hellier. Motion Driven Tonal Stabilization. IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers, 2016, 25 (11), ⟨10.1109/TIP.2016.2601267⟩. ⟨hal-01150558v5⟩

Baptiste Mazin, Julie Delon, Yann Gousseau. Estimation of Illuminants From Projections on the Planckian Locus. IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers, 2015, 24 (6), pp. 1944 - 1955. ⟨10.1109/TIP.2015.2405414⟩. ⟨hal-00915853v3⟩

Flora Dellinger, Julie Delon, Yann Gousseau, Julien Michel, Florence Tupin. SAR-SIFT: A SIFT-LIKE ALGORITHM FOR SAR IMAGES. IEEE Transactions on Geoscience and Remote Sensing, Institute of Electrical and Electronics Engineers, 2015, 53 (1), pp.453-466. ⟨10.1109/TGRS.2014.2323552⟩. ⟨hal-00831763⟩

Gui-Song Xia, Julie Delon, Yann Gousseau. Accurate Junction Detection and Characterization in Natural Images. International Journal of Computer Vision, Springer Verlag, 2014, 106 (1), pp.31-56. ⟨10.1007/s11263-013-0640-1⟩. ⟨hal-00631609⟩

Julie Delon, Agnès Desolneux. A patch-based approach for removing impulse or mixed Gaussian-impulse noise. SIAM Journal on Imaging Sciences, Society for Industrial and Applied Mathematics, 2013, 6 (2), pp. 1140-1174. ⟨hal-00718612v2⟩

Julie Delon, A. Desolneux. A patch-based approach for removing mixed Gaussian-impulse noise. SIAM Journal on Imaging Sciences, Society for Industrial and Applied Mathematics, 2013, 6 (2), pp.1140-1174. ⟨hal-02286426⟩

Cecilia Aguerrebere, Julie Delon, Yann Gousseau, Pablo Musé. Best algorithms for HDR image generation. A study of performance bounds. SIAM Journal on Imaging Sciences, Society for Industrial and Applied Mathematics, 2013, 7 (1), pp.1-34. ⟨10.1137/120891952⟩. ⟨hal-00733853v2⟩

Julie Delon, Julien Salomon, Andrei Sobolevskii. Local matching indicators for transport problems with concave costs. SIAM Journal on Discrete Mathematics, Society for Industrial and Applied Mathematics, 2012, 26 (2), pp.801-827. ⟨10.1137/110823304⟩. ⟨hal-00525994v3⟩

Rafael Grompone von Gioi, Julie Delon, Jean-Michel Morel. The collaboration of grouping laws in vision. Journal of Physiology - Paris, Elsevier, 2012, 106 (5-6), pp.266-283. ⟨10.1016/j.jphysparis.2011.12.002⟩. ⟨hal-00644851⟩

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⟩

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⟩

Julie Delon, Agnès Desolneux. Papillonnage et mathématiques des images. Images des Mathématiques, CNRS, 2011, http://images.math.cnrs.fr/Papillonnage-et-mathematiques-des.html. ⟨hal-00599435⟩

Julie Delon, Julien Salomon, A. Sobolevskii. Local matching indicators for concave transport costs. Comptes rendus de l'Académie des sciences. Série I, Mathématique, Elsevier, 2010, 348 (2), pp.901-905. ⟨hal-00437885v3⟩

Julie Delon, Agnès Desolneux. Stabilization of flicker-like effects in image sequences through local contrast correction. SIAM Journal on Imaging Sciences, Society for Industrial and Applied Mathematics, 2010, 3 (4), pp.703--734. ⟨hal-00407796v2⟩

Gui-Song Xia, Julie Delon, Yann Gousseau. Shape-based Invariant Texture Indexing. International Journal of Computer Vision, Springer Verlag, 2010, 88 (3), pp.Pages 382 - 403. ⟨10.1007/s11263-009-0312-3⟩. ⟨hal-00355070v2⟩

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⟩

Julie Delon, Agnès Desolneux, Jose Luis Lisani, Ana Belen Petro. Automatic color palette. Inverse Problems and Imaging , AIMS American Institute of Mathematical Sciences, 2007, 1 (2), pp.265-287. ⟨hal-00259056⟩

Julie Delon, Agnès Desolneux, Jose Luis Lisani, Ana Belen Petro. A non parametric approach for histogram segmentation. IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers, 2007, 16 (1), p. 253-261. ⟨hal-00252146⟩

Frédéric Cao, Julie Delon, Agnès Desolneux, Pablo Musé, Frédéric Sur. A unified framework for detecting groups and application to shape recognition. Journal of Mathematical Imaging and Vision, Springer Verlag, 2007, 27 (2), pp.91-119. ⟨10.1007/s10851-006-9176-0⟩. ⟨inria-00104255⟩

Julie Delon, Bernard Rougé. Small Baseline Stereovision. Journal of Mathematical Imaging and Vision, Springer Verlag, 2007, 28 (3), pp.209-223. ⟨10.1007/s10851-007-0001-1⟩. ⟨hal-02269064⟩

Julie Delon. Movie and video scale-time equalization application to flicker reduction. IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers, 2006, 15 (1), pp.241-248. ⟨10.1109/TIP.2005.860328⟩. ⟨hal-02269056⟩

Julie Delon. Midway Image Equalization. Journal of Mathematical Imaging and Vision, Springer Verlag, 2004, 21 (2), pp.119-134. ⟨10.1023/B:JMIV.0000035178.72139.2d⟩. ⟨hal-02269045⟩

Mariano Rodríguez, Jean-Michel Morel, Julie Delon. Automatic detection of repeated objects in images. IEEE International Conference on Image Processing, Sep 2021, Anchorage, Alaska, United States. ⟨hal-03126917⟩

Mariano Rodríguez, Gabriele Facciolo, Rafael Grompone von Gioi, Pablo Musé, Julie Delon. Robust estimation of local affine maps and its applications to image matching. Winter Conference on Applications of Computer Vision (WACV ’20), Mar 2020, Colorado, United States. ⟨hal-02156259v3⟩

Matias Tassano, Julie Delon, Thomas Veit. DVDnet : Un réseau profond rapide pour le débruitage vidéo. XXVIIème Colloque GRETSI 2019, Aug 2019, Lille, France. ⟨hal-02274077⟩

Matias Tassano, Julie Delon, Thomas Veit. DVDNET: A FAST NETWORK FOR DEEP VIDEO DENOISING. 2019 IEEE International Conference on Image Processing, Sep 2019, Taipei, Taiwan. ⟨hal-02147604⟩

Alasdair Newson, Noura Faraj, Julie Delon, Bruno Galerne. Analysis of a Physically Realistic Film Grain Model, and a Gaussian Film Grain Synthesis Algorithm. 6th Conference on Scale Space and Variational Methods in Computer Vision SSVM 2017, Jun 2017, Kolding, Denmark. ⟨hal-01494123v2⟩

Antoine Houdard, Charles Bouveyron, Julie Delon. Clustering en haute dimension pour le débruitage d'image. XXVIe colloque GRETSI, Sep 2017, Juan-les-Pins, France. ⟨hal-01711999⟩

Noura Faraj, Gui-Song Xia, Julie Delon, Yann Gousseau. A generic framework for the structured abstraction of images. Expressive - NPAR 2017, Jul 2017, Los Angeles, United States. ⟨10.1145/3092919.3092930⟩. ⟨hal-01587259⟩

Oriel Frigo, Neus Sabater, Julie Delon, Pierre Hellier. Split and Match: Example-based Adaptive Patch Sampling for Unsupervised Style Transfer. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2016, Las Vegas, United States. ⟨hal-01280818v2⟩

Gang Liu, Julie Delon, Yann Gousseau, Florence Tupin. Unsupervised change detection between multi-sensor high resolution satellite images. European Signal Processing Conference (EUSIPCO) 2016, Aug 2016, Budapest, France. ⟨hal-01433616⟩

Oriel Frigo, Neus Sabater, Julie Delon, Pierre Hellier. Stabilisation tonale de vidéos. GRETSI 2015, Sep 2015, Lyon, France. ⟨hal-01256950⟩

Oriel Frigo, Neus Sabater, Julie Delon, Pierre Hellier. Motion driven tonal stabilization. IEEE International Conference on Image Processing (ICIP), Sep 2015, Québec, Canada. ⟨10.1109/ICIP.2015.7351429⟩. ⟨hal-01256874⟩

Edoardo Provenzi, Julie Delon, Yann Gousseau, Baptiste Mazin. Composantes principales spatio-chromatiques des images naturelles couleur. GRETSI 2015, Sep 2015, Lyon, France. ⟨hal-01256503⟩

Cecilia Aguerrebere, Andrés Almansa, Yann Gousseau, Julie Delon, Pablo Muse. Single Shot High Dynamic Range Imaging Using Piecewise Linear Estimators. 2014 IEEE International Conference on Computational Photography (ICCP), May 2014, Santa Clara, CA, United States. pp.1-10, ⟨10.1109/ICCPHOT.2014.6831807⟩. ⟨hal-01054831⟩

Flora Dellinger, Julie Delon, Yann Gousseau, Julien Michel, Florence Tupin. Change detection for high resolution satellite images, based on SIFT algorithm and a contrario approach. IGARSS, Jul 2014, Quebec, Canada. ⟨hal-02286921⟩

Flora Dellinger, Julie Delon, Yann Gousseau, Julien Michel, Florence Tupin. Change Detection for High Resolution Satellite Images, based on SIFT descriptors and an a Contrario approach. IGARSS 2014, Jul 2014, Québec, Canada. ⟨hal-01059366⟩

Cecilia Aguerrebere, Julie Delon, Yann Gousseau, Pablo Muse. Simultaneous HDR image reconstruction and denoising for dynamic scenes. 2013 IEEE International Conference on Computational Photography (ICCP), Apr 2013, Cambridge, MA, United States. pp.1-11, ⟨10.1109/ICCPhot.2013.6528309⟩. ⟨hal-01054870⟩

Baptiste Mazin, Julie Delon, Yann Gousseau. Estimation Automatique d’Illuminants Multiples. GRETSI 2013, Sep 2013, Brest, France. ⟨hal-01433603⟩

Cecilia Aguerrebere, Julie Delon, Yann Gousseau, Pablo Muse. Algorithmes optimaux pour la génération d’images HDR. Une étude des bornes de performance.. GRETSI 2013, Sep 2013, Brest, France. ⟨hal-01433606⟩

Flora Dellinger, Julie Delon, Yann Gousseau, Julien Michel, Florence Tupin. SAR-SIFT: a SIFT-like algorithm for applications on SAR images. IGARSS-12, Jul 2012, Munich, Germany. ⟨hal-02286380⟩

Baptiste Mazin, Julie Delon, Yann Gousseau. Combining Color and Geometry for Local Image Matching. ICPR, Nov 2012, Tsukuba, Japan. ⟨hal-02411903⟩

Julie Delon, A. Desolneux. A patch-based approach for random-valued impulse noise removal. ICASSP, Mar 2012, Kyoto, Japan. ⟨hal-02411905⟩

Baptiste Mazin, Julie Delon, Yann Gousseau. Illuminant Estimation From Projections on the Planckian Locus. Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012, Firenze, Italy. pp.370-379, ⟨10.1007/978-3-642-33868-7_37⟩. ⟨hal-00743490⟩

Gui-Song Xia, Yann Gousseau, Julie Delon. An Accurate and Contrast Invariant Junction Detector. ICPR, Oct 2012, Tsukuba, Japan. ⟨hal-02411904⟩

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⟩

Antoni Buades, Julie Delon, Yann Gousseau, Simon Masnou. Adaptive blotches detection for film restoration. IEEE Int. Conference on Image Processing, 2010, Hong Kong SAR China. pp.3317-3320. ⟨hal-00952699⟩

Gui-Song Xia, Wen Yang, Julie Delon, Yann Gousseau, Hong Sun, et al.. Structural High-resolution Satellite Image Indexing. ISPRS TC VII Symposium - 100 Years ISPRS, Jul 2010, Vienna, Austria. pp.298-303. ⟨hal-00458685v2⟩

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⟩

Julien Rabin, Julie Delon, Yann Gousseau. Circular Earth Mover's Distance for the comparison of local features. 2008 19th International Conference on Pattern Recognition (ICPR), Dec 2008, Tampa, United States. pp.1-4, ⟨10.1109/ICPR.2008.4761372⟩. ⟨hal-03690442⟩

Julie Delon, Antoine Houdard. Gaussian Priors for Image denoising. Bertalmío, Marcelo. Denoising of Photographic Images and Video: Fundamentals, Open Challenges and New Trends, 2018, 978-3-319-96029-6. ⟨hal-01800758⟩

Julie Delon, Andrés Almansa. Stereo Reconstruction in Satellite and Aerial Imaging. Inverse Problems in Vision and 3D Tomography, John Wiley & Sons, Inc., 2013, ⟨10.1002/9781118603864.ch12⟩. ⟨hal-02287087⟩

Elsa D. Angelini, Julie Delon, E. Mandonnet. PROCEDE DE QUANTIFICATION DE L’EVOLUTION DE PATHOLOGIES IMPLIQUANT DES CHANGEMENTS DE VOLUMES DE CORPS, NOTAMMENT DE TUMEURS. France, N° de brevet: WO2010136584 A1. EA:Br-Midway. 2010. ⟨hal-02412532⟩

Julie Delon, Nathael Gozlan, Alexandre Saint-Dizier. Generalized Wasserstein barycenters between probability measures living on different subspaces. 2021. ⟨hal-03231278⟩

Mariano Rodríguez, Gabriele Facciolo, Rafael Grompone von Gioi, Pablo Muse, Julie Delon, et al.. CNN-ASSISTED COVERINGS IN THE SPACE OF TILTS: BEST AFFINE INVARIANT PERFORMANCES WITH THE SPEED OF CNNS. 2020. ⟨hal-02494121⟩

Matias Tassano, Julie Delon, Thomas Veit. FastDVDnet: Towards Real-Time Video Denoising Without Explicit Motion Estimation. 2019. ⟨hal-02170027⟩

Alasdair Newson, Bruno Galerne, Julie Delon. Stochastic Modeling and Resolution-Free Rendering of Film Grain. 2016. ⟨hal-01358392⟩

Julie Delon, Julien Salomon, Andrei Sobolevski. Minimum-weight perfect matching for non-intrinsic distances on the line. 2011. ⟨hal-00564173v2⟩

Frédéric Cao, Julie Delon, Agnès Desolneux, Pablo Musé, Frédéric Sur. A unified framework for detecting groups and application to shape recognition. 2005. ⟨inria-00070320⟩

Cecilia Aguerrebere, Andrés Almansa, Julie Delon, Yann Gousseau, Pablo Musé. Inverse Problems in Imaging: a Hyperprior Bayesian Approach. [Research Report] hal-01107519v2, HAL Archives Ouvertes. 2016. ⟨hal-02287284⟩

Cecilia Aguerrebere, Julie Delon, Yann Gousseau, Pablo Musé. Study of the digital camera acquisition process and statistical modeling of the sensor raw data. 2013. ⟨hal-00733538v4⟩

Frédéric Cao, Julie Delon, Agnès Desolneux, Pablo Musé, Frédéric Sur. A unified framework for detecting groups and application to shape recognition. [Research Report] PI 1746, 2005, pp.36. ⟨inria-00000360⟩

Frédéric Cao, Julie Delon, Agnès Desolneux, Pablo Musé, Frédéric Sur. An a contrario approach to hierarchical clustering validity assessment. [Research Report] RR-5318, INRIA. 2004, pp.15. ⟨inria-00070682⟩