Publications


47 documents

Articles dans une revue28 document

  • Julie Delon, Agnès Desolneux. A Wasserstein-type distance in the space of Gaussian Mixture Models. SIAM Journal on Imaging Sciences, 2020, 13 (2), pp.936-970. ⟨10.1137/19M1301047⟩. ⟨hal-02178204v4⟩
  • Alasdair Newson, Andrés Almansa, Yann Gousseau, Saïd Ladjal. Processing Simple Geometric Attributes with Autoencoders. Journal of Mathematical Imaging and Vision, 2020, 62 (3), pp.293-312. ⟨10.1007/s10851-019-00924-w⟩. ⟨hal-02271281⟩
  • Simone Parisotto, Simon Masnou, Carola-Bibiane Schönlieb. Higher-Order Total Directional Variation. Part II: Analysis. SIAM Journal on Imaging Sciences, 2020, 13 (1), pp.474-496. ⟨10.1137/19M1239210⟩. ⟨hal-02141390⟩
  • François Dayrens, Simon Masnou, Matteo Novaga, Marco Pozzetta. Connected perimeter of planar sets. Advances in Calculus of Variations, In press, ⟨10.1515/acv-2019-0050⟩. ⟨hal-02162832v3⟩
  • Alexandre Saint-Dizier, Julie Delon, Charles Bouveyron. A unified view on patch aggregation. Journal of Mathematical Imaging and Vision, 2020, ⟨10.1007/s10851-019-00921-z⟩. ⟨hal-01865340v3⟩
  • Thuc Trinh Le, Andrés Almansa, Yann Gousseau, Simon Masnou. Object removal from complex videos using a few annotations. Computational Visual Media, 2019, 5, pp.267-291. ⟨10.1007/s41095-019-0145-0⟩. ⟨hal-02168653⟩
  • Pauline Tan, Fabien Pierre, Mila Nikolova. Inertial Alternating Generalized Forward-Backward Splitting for Image Colorization. Journal of Mathematical Imaging and Vision, 2019, 61 (5), pp.672-690. ⟨10.1007/s10851-019-00877-0⟩. ⟨hal-01792432⟩
  • Chao Wang, Raymond Chan, Mila Nikolova, Robert Plemmons, Sudhakar Prasad. Nonconvex optimization for 3D point source localization using a rotating point spread function. SIAM Journal on Imaging Sciences, 2019, ⟨10.1137/18M1178566⟩. ⟨hal-01780813⟩
  • 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, 2018, ⟨10.1007/s10851-018-0856-3⟩. ⟨hal-01381063⟩
  • Rémy Abergel, Loïc Denis, Saïd Ladjal, Florence Tupin. Sub-pixellic Methods for Sidelobes Suppression and Strong Targets Extraction in Single Look Complex SAR Images. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2018, 11 (3), ⟨10.1109/JSTARS.2018.2790987⟩. ⟨hal-01570857v2⟩
  • Pablo Arias, Jean-Michel Morel. Video Denoising via Empirical Bayesian Estimation of Space-Time Patches. Journal of Mathematical Imaging and Vision, 2018, 60 (1), pp.70-93. ⟨10.1007/s10851-017-0742-4⟩. ⟨hal-01674474⟩
  • Antoine Houdard, Charles Bouveyron, Julie Delon. High-Dimensional Mixture Models For Unsupervised Image Denoising (HDMI). SIAM Journal on Imaging Sciences, In press. ⟨hal-01544249v3⟩
  • Bruno Galerne, Arthur Leclaire. Texture Inpainting Using Efficient Gaussian Conditional Simulation. SIAM Journal on Imaging Sciences, 2017, 10 (3), pp.1446-1474. ⟨10.1137/16M1109047⟩. ⟨hal-01428428v2⟩
  • Daniel-Chen Soncco, Clara Barbanson, Mila Nikolova, Andrés Almansa, Yann Ferrec. Fast and Accurate Multiplicative Decomposition for Fringe Removal in Interferometric Images. IEEE Transactions on Computational Imaging, 2017, 3 (2), ⟨10.1109/TCI.2017.2678279⟩. ⟨hal-01492428⟩
  • Xiaohao Cai, Raymond Chan, Mila Nikolova, Tieyong Zeng. A Three-Stage Approach for Segmenting Degraded Color Images: Smoothing, Lifting and Thresholding (SLaT). Journal of Scientific Computing, 2017, Journal of Scientific Computing, 24, pp.1399 - 1399. ⟨10.1007/s10915-017-0402-2⟩. ⟨hal-01158169v2⟩
  • Javier Preciozzi, Andrès Almansa, Pablo Musé, Sylvain Durand, Ali Khazaal, et al.. A sparsity-based variational approach for the restoration of SMOS images from L1A data. IEEE Transactions on Geoscience and Remote Sensing, 2017, 55 (5), pp.2811--2826. ⟨10.1109/TGRS.2017.2654864⟩. ⟨hal-01341839v2⟩
  • 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, 2017, ⟨10.1109/TCI.2017.2704439⟩. ⟨hal-01107519v5⟩
  • A Newson, Julie Delon, B Galerne. A Stochastic Film Grain Model for Resolution-Independent Rendering. Computer Graphics Forum, 2017. ⟨hal-01520260⟩
  • Bruno Galerne, Arthur Leclaire. An Algorithm for Gaussian Texture Inpainting. Image Processing On Line, 2017, 7, pp.262-277. ⟨10.5201/ipol.2017.198⟩. ⟨hal-02174576⟩
  • Antoine Houdard, Andrès Almansa, Julie Delon. Demystifying the asymptotic behavior of global denoising. Journal of Mathematical Imaging and Vision, 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, 2016. ⟨hal-01536631⟩
  • Guillaume Tartavel, Gabriel Peyré, Yann Gousseau. Wasserstein Loss for Image Synthesis and Restoration. SIAM Journal on Imaging Sciences, 2016, 9 (4), pp.1726-1755. ⟨hal-01292843⟩
  • Oriel Frigo, Neus Sabater, Julie Delon, Pierre Hellier. Motion Driven Tonal Stabilization. IEEE Transactions on Image Processing, 2016, 25 (11), ⟨10.1109/TIP.2016.2601267⟩. ⟨hal-01150558v5⟩
  • Julie Delon, Agnès Desolneux, Thierry Guillemot. PARIGI: a Patch-based Approach to Remove Impulse-Gaussian Noise from Images. Image Processing On Line, 2016, 6, pp.130-154. ⟨10.5201/ipol.2016.161⟩. ⟨hal-01339342⟩
  • Julie Delon, Thierry Guillemot. Implementation of the Midway Image Equalization. Image Processing On Line, 2016, 6, pp.114-129. ⟨10.5201/ipol.2016.140⟩. ⟨hal-01338124⟩
  • Edoardo Provenzi, Julie Delon, Yann Gousseau, Baptiste Mazin. On the second order spatiochromatic structure of natural images. Vision Research, 2016. ⟨hal-01054307⟩
  • Yann Traonmilin, Saïd Ladjal, Andrés Almansa. Robust Multi-image Processing With Optimal Sparse Regularization. Journal of Mathematical Imaging and Vision, 2015, 51 (3), pp.413-429. ⟨10.1007/s10851-014-0532-1⟩. ⟨hal-00940192⟩
  • Baptiste Mazin, Julie Delon, Yann Gousseau. Estimation of Illuminants From Projections on the Planckian Locus. IEEE Transactions on Image Processing, 2015, 24 (6), pp. 1944 - 1955. ⟨10.1109/TIP.2015.2405414⟩. ⟨hal-00915853v3⟩

Communications dans un congrès16 document

  • Rémy Abergel, Loïc Denis, Florence Tupin, Saïd Ladjal, Charles-Alban Deledalle, et al.. Resolution-Preserving Speckle Reduction of SAR Images: the Benefits of Speckle Decorrelation and Targets Extraction. 2019 IEEE International Geoscience and Remote Sensing Symposium, Jul 2019, Yokohama, Japan. ⟨10.1109/IGARSS.2019.8900036⟩. ⟨hal-02148907⟩
  • Thuc Trinh Le, Andrés Almansa, Yann Gousseau, Simon Masnou. Removing objects from videos with a few strokes. SIGGRAPH Asia 2018 Technical Briefs, Dec 2018, Tokyo, Japan. pp.1-4, ⟨10.1145/3283254.3283276⟩. ⟨hal-02099051⟩
  • Mario González, Javier Preciozzi, Pablo Musé, Andrés Almansa. Joint denoising and decompression using CNN regularization. CVPR Workshop and Challenge on Learned Image Compression (CVPR 2018), IEEE/CVF, Jun 2018, Salt Lake City, UT, United States. ⟨hal-01825573⟩
  • Javier Preciozzi, Mario González, Andrés Almansa, Pablo Musé. JOINT DENOISING AND DECOMPRESSION: A PATCH-BASED BAYESIAN APPROACH. ICIP 2017: IEEE International Conference on Image Processing, Sep 2017, Beijing, China. ⟨hal-01493635v2⟩
  • Thuc Trinh Le, Andrés Almansa, Yann Gousseau, Simon Masnou. Motion-consistent video inpainting. ICIP 2017: IEEE International Conference on Image Processing, Sep 2017, Beijing, China. ⟨10.1109/ICIP.2017.8296651⟩. ⟨hal-01492536⟩
  • Rémy Abergel, Saïd Ladjal, Florence Tupin, Jean-Marie Nicolas. A Complex Sprectrum Based SAR Image Resampling Method With Restricted Target Sidelobes and Statistics Preservation. 2017 IEEE International Geoscience and Remote Sensing Symposium, Jul 2017, Fort Worth, United States. ⟨10.1109/IGARSS.2017.8128214⟩. ⟨hal-01447608⟩
  • Paul Riot, Andrés Almansa, Yann Gousseau, Florence Tupin. A Correlation-based Dissimilarity Measure for Noisy Patches. SSVM 2017: International Conference on Scale Space and Variational Methods in Computer Vision, Jun 2017, Kolding, Denmark. pp.184-195, ⟨10.1007/978-3-319-58771-4_15⟩. ⟨hal-01492429⟩
  • 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⟩
  • Cristian Felipe Ocampo-Blandon, Yann Gousseau. Non Local Exposure Fusion. Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, Nov 2016, Lima, Peru. ⟨hal-01334028v2⟩
  • Paul Riot, Andrès Almansa, Yann Gousseau, Florence Tupin. Penalizing local correlations in the residual improves image denoising performance. (EUSIPCO 2016) 24th European Signal Processing Conference, Aug 2016, Budapest, Hungary. ⟨hal-01341968⟩
  • 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⟩
  • Bruno Galerne, Arthur Leclaire, Lionel Moisan. Microtexture Inpainting through Gaussian Conditional Simulation. IEEE International Conference on Acoustics, Speech, and Signal Processing, Mar 2016, Shanghai, China. ⟨10.1109/ICASSP.2016.7471867⟩. ⟨hal-01214695v3⟩
  • 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⟩
  • Oriel Frigo, Neus Sabater, Julie Delon, Pierre Hellier. Stabilisation tonale de vidéos. GRETSI 2015, Sep 2015, Lyon, France. ⟨hal-01256950⟩
  • Edoardo Provenzi, Julie Delon, Yann Gousseau, Baptiste Mazin. Composantes principales spatio-chromatiques des images naturelles couleur. GRETSI 2015, Sep 2015, Lyon, France. ⟨hal-01256503⟩
  • Jérôme Fehrenbach, Mila Nikolova, Gabriele Steidl, Pierre Weiss. Bilevel Image Denoising Using Gaussianity Tests. 5th International Conference on Scale-Space and Variational Methods in Computer Vision (SSVM 2015), May 2015, Lège Cap Ferret, France. pp.117-128, ⟨10.1007/978-3-319-18461-6_10⟩. ⟨hal-01494632⟩

Chapitres d'ouvrage1 document

  • 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⟩

Pré-publications, Documents de travail2 document

  • Mila Nikolova, Pauline Tan. Alternating proximal gradient descent for nonconvex regularised problems with multiconvex coupling terms. 2017. ⟨hal-01492846v2⟩
  • Pablo Arias, Mila Nikolova. Below the Surface of the Non-Local Bayesian Image Denoising Method. 2017. ⟨hal-01487730⟩

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