Publications

Google scholar link

International journals

  1. Object removal from complex videos using a few annotations, with T. T. Le, A. Almansa and S. Masnou, Computational Visual Media, 5 (3), pp. 267-291, 2019. [Website] [pdf]
  2. LSDSAR, a Markovian a contrario framework for line segment detection in SAR images, with C. Liu, R. Abergel and F. Tupin, Pattern Recognition, 98, 2019 [pdf]
  3. Multitask learning for large-scale semantic change detection, with R. Daudt, B. Le Saux, A. Boulch, Computer Vision and Image Understanding, 187, 2019. [pdf]
  4. A contrario comparison of local descriptors for change detection in high resolution satellite images of urban areas, with G. Liu and F. Tupin, IEEE Transactions on Geoscience and Remote Sensing, 57 (6), pp. 3904 – 3918, 2019 [pdf]
  5. A Bayesian Hyperprior Approach for Joint Image Denoising and Interpolation, with an Application to HDR Imaging, with C. Aguerrebere, A. Almansa, J. Delon and P. Musé, IEEE Trans. on Computational Imaging, 3 (4), pp. 633-646, 2017 [preprint HAL]
  6. Non-Local Patch-Based Image Inpainting, with Alasdair Newson, Andrés Almansa, Patrick Pérez, Image Processing Online, 2017 [link]
  7. Wasserstein loss for image synthesis and restoration, with G. Tartavel and G. Peyré, to appear in SIAM Imaging Science, 2016 [preprint HAL]
  8. On the second order spatiochromatic structure of natural images, with E. Provenzi, J. Delon and B. Mazin,Vision Research, 120, pp. 22-38, 2016[pdf]
  9. Variational Texture Synthesis with Sparsity and Spectrum Constraints, with G. Tartavel and G. Peyré, Journal of Mathematical Imaging and Vision, 52 (1), pp. 124-144, 2015, [pdf]
  10. Exploring the Space of Abstract Textures by Principles and Random Sampling, with L. Alvarez, J.-M. Morel and A. Salgado, Journal of Mathematical Imaging and Vision, 53 (3), pp. 332-345, 2015, [pdf]
  11. Estimation of Illuminants From Projections on the Planckian Locus, with B. Mazin and J. Delon, IEEE Trans. on Image Processing, 24 (6), 1944-1954, 2015, [preprint HAL]
  12. SAR-SIFT: a SIFT-like algorithm for SAR images, with F. Dellinger, J. Delon, J. Michel and F. Tupin, IEEE Transactions on Geoscience and Remote Sensing , 53 (1), pp. 453-466, 2015 [preprint hal].
  13. Video Inpainting of Complex Scenes, with A. Newson, A. Almansa, M. Fradet and P. Pérez, 2014, SIAM Journal on Imaging Sciences, 7 (4), pp. 1993-2019, 2014. [pdf]
  14. Robust automatic line scratch detection in films, with A. Newson, A. Almansa and P. Pérez, IEEE Trans. on Image Processing, 23 (3), pp. 1240-1254, 2014. [pdf]
  15. Best algorithms for HDR image generation. A study of performance bounds, with C. Aguerrebere, J. Delon, P. Musé, SIAM Journal on Imaging Sciences, 7 (1), pp. 1-34, 2014. [preprint hal]
  16. Accurate Junction Detection and Characterization in Natural Images, with G-S. Xia, J. Delon, International Journal of Computer Vision, 106 (1), pp. 31-56, 2014.  [pdf]
  17. Beyond Independence: An Extension of the A Contrario Decision Procedure, with A. Myaskouvskey and M. Lindenbaum, International Journal of Computer Vision, 101 (1), pp. 22-44, 2013. [pdf]
  18. The transparent dead leaves process, with B. Galerne, Advances in Applied Probability, 44 (1), pp. 1-20, 2012. [pdf]
  19. Geometrically guided exemplar-based inpainting, with F. Cao, S. Masnou and P. Pérez, SIAM Journal on Imaging Sciences, 4 (4), pp. 1143-1179, 2011. [pdf]
  20. A bias-varance approach for the non-local means, with V. Duval and J.-F. Aujol, SIAM Journal on Imaging Sciences, 4 (2), pp. 760-788, 2011. [pdf]
  21. Removing artefacts from color and contrast modifications, with J. Rabin and J. Delon, IEEE Trans. on Image Processing, 20 (11), pp. 3073 – 3085, 2011. [pdf]
  22. Transportation distances on the circle, with J. Rabin and J. Delon, Journal of Mathematical Imaging and Vision, 41 (1), pp. 147-167, 2011. [pdf]
  23. Pictorial content analysis of line-drawings using geometrical shape information, with T.Hurtut, F. Schmitt and F. Cheriet, ACM Journal on Computing and Cultural Heritage, 4 (1), pp. 1-23, 2011. [pdf]
  24. Random phase textures : theory and synthesis, with B. Galerne and J. – M. Morel, IEEE Trans. on Image Processing, 20 (1), pp. 257-267, 2011. [pdf]
  25. Shape-based invariant texture indexing, with X.-S. Xia and J. Delon, International Journal of Computer Vision, 88 (3), pp. 382-403, 2010. [pdf]
  26. Structural high-resolution satellite image indexing, G.-S. Xia, W. Yang, J. Delon, H. Sun and H. Maitre, Symposium: 100 Years ISPRS – Advancing Remote Sensing Science, 2010. [pdf]
  27. The TVL1 model : a geometric point of view, with V. Duval and J.-F. Aujol, SIAM Multiscale Modeling and Simulation, 8 (1), pp 154-189, 2009. [pdf]
  28. A statistical approach to the matching of local features, with J. Rabin, J. Delon, SIAM Journal of Imaging Sciences, 2 (3), 2009, pp. 931-958. [pdf]
  29. Local scale measure from the topographic map and application to remote sensing images, with B. Luo, J.-F. Aujol, SIAM Multiscale Modeling and Simulation, 2009, 8, 1, pp. 1-29. [pdf]
  30. Indexing of satellite images with different resolutions by wavelet features, with B. Luo, J.-F. Aujol, S. Ladjal, IEEE Trans. on Image Processing, 17 (8), 2008, pp. 1465-1472. [pdf]
  31. Adaptive image retrieval based on the spatial organization of colors, with T. Hurtut and F. Schmitt, Computer Vision and Image Understanding, 112, 2, 2008, pp 101-113. [pdf]
  32. Resolution independent characteristic scale dedicated to satellite images, with B. Luo, J.-F. Aujol, S. Ladjal, H. Maitre,
    IEEE Trans. on Image Processing, 16 (10), 2007, pp. 2503-2417. [pdf]
  33. Modeling occlusion and scaling in natural images, with f. Roueff, SIAM Journal of Multiscale Modeling and Simulation, 6, 1, 2007, pp. 105-134. [pdf]
  34. The dead leaves model : an example of a general tesselation, with C. Bordenave and F. Roueff, Adv. Appl. Probability, 38, 1, 2006, pp 31-46. [pdf]
  35. An a contrario decision method for shape element recognition, with F. Sur, P. Musé, F. Cao, and J.-M. Morel, International Journal of Computer Vision, 69, 3, 2006, 295-316. [pdf]
  36. Interpolation of digital elevation models using AMLE and related methods, with A. Almansa, F.Cao and B. Rougé, IEEE Trans. on Geoscience and Remote Sensing, 40, 2, 2002, pp 314-325. [pdf]
  37. Are natural images of bounded variation ?, with J.-M. Morel, SIAM Journal of Mathematical Analysis, 33, 3, 2001, pp 634-648. [pdf]
  38. The size of objects in natural and artificial images, with Luis Alvarez and J.-M. Morel, Advances in Imaging and Electron Physics, Academic Press, 1999, vol 111, pp 167-242. [shorter preprint ps.gz]

Preprints

  • Processsing Simple Geometric Attributes with Autoencoders, with A. Newson, A. Almansa, S. Ladjal, 2019 [preprint]
  • Study of the digital camera acquisition process and statistical modeling of the sensor raw data, with C. Aguerrebere, J. Delon, P. Musé, 2012.[preprint HAL]

Conference proceedings

  • Guided anisotropic diffusion and iterative learning for weakly supervised change detection, with R. Daudt, B. Le Saux, A. Boulch, CVPR workshops, 2019 [pdf]
  • Weakly supervised object detection in artworks, with N. Gonthier, S. Ladjal, ECCV Workshops, 2018 [preprint]
  • Removing objects from videos with a few strokes, with T. T. Le, A. Almansa and S. Masnou, SIGGRAPH Asia Technical Briefs, 2018
  • Urban Change Detection for Multispectral Earth Observation Using Convolutional Neural Networks, with R. Daudt, B. Le Saux, A. Boulch, IGARSS 2018
  • A Line Segment Detector for SAR Images with Controlled False Alarm Rate, with C. Liu, R. Abergel, F. Tupin, IGARSS 2018
  • A fast algorithm for occlusion detection and removal, with X. Yang, H. Maître , Y. Tendero, ICIP 2018
  • A non local multifocus image fusion scheme for dynamic scenes, with C. Ocampo-Bladon, S. Ladjal, ICIP 2018
  • A generic framework for the structured abstraction of images, with N. Faraj, G.-S. Xia, J. Delon, Expressive 2017 [pdf]
  • A Correlation-based Dissimilarity Measure for Noisy Patches, with P.Riot, A. Almansa and F. Tupin, SSVM 2017
  • Motion-consistent video Inpainting, with T. T. Le, A. Almansa and S. Masnou, ICIP, 2017
  • Texture synthesis through convolutional neural networks and spectrum constraints, with G. Liu and G.-S. Xia, ICPR 2016
  • Penalizing local correlations in the residual improves image denoising performance, with P.Riot, A. Almansa and F. Tupin, Eusipco 2016
  • Unsupervised change detection between multi-sensor high resolution satellite images, with G. Liu, J. Delon, F. Tupin, Eusipco 2016
  • Non-local Exposure Fusion, with C. F. Ocampo Blandon, CIARP 2016
  • Single Shot High Dynamic Range Imaging Using Piecewise Linear Estimators, with C. Aguerrebere, A. Almansa, J. Delon and P. Musé, ICCP, 2014 [pdf]
  • Change detection for high resolution satellite images, based on SIFT descriptors and an a contrario approach, with F. Dellinger, J. Delon, J. Michel and F. Tupin, IGARSS, 2014 [pdf]
  • Towards fast, generic video inpainting, with A. Newson, A. Almansa, M. Fradet and P. Pérez, CVMP 2013 [pdf]
  • Temporal filtering of line scratches detection in degraded films, with A. Newson, A. Almansa and P. Pérez, ICIP 2013 [pdf]
  • Simultaneous HDR image reconstruction and denoising for dynamic scenes, with C. Aguerrebere, J. Delon, P. Musé, ICCP 2013. [pdf]
  • Constrained sparse texture synthesis, with G. Tartavel and G. Peyré, SSVM 2013. [pdf]
  • Illuminant estimation from projections on the Planckian locus, with B. Mazin and J. Delon, Workshop on Color and Photometry in Computer Vision (CPCV), ECCV, 2012. [pdf]
  • Adaptive line scratch detection in degraded films, with A. Newson, A. Almansa and P. Pérez, CVMP, 2012. [pdf]
  • An Accurate and Contrast Invariant Junction Detector, with G.-S. Xia and J. Delon, ICPR, 2012. [pdf]
  • Combining Color and Geometry for Local Image Matching, with B. Mazin and J. Delon, ICPR, 2012. [pdf]
  • SAR-SIFT: a SIFT-like algorithm for applications on SAR images, with F. Dellinger, J. Delon, J. Michel and F. Tupin, IGARSS, 2012. [pdf]
  • Regularization of transportation maps for color and contrast transfer, with J. Rabin and J. Delon, ICIP 2010. [pdf]
  • Adaptive Blotches detection for film restoration, with A. Buadès, J. Delon and S. Masnou, ICIP2010. [pdf]
  • MAC-RANSAC: a robust algorithm for the recognition of multiple objects, with J. Rabin, J. Delon and L. Moisan, 3D’PVT, 2010. [pdf]
  • Appearance-guided Synthesis of Element Arrangements by Example, with Thomas Hurtut, Pierre-Edouard Landes, Joëlle Thollot, Rémy Drouilhet, Jean-François Coeurjolly.
    NPAR: 7th International Symposium on Non-Photorealistic Animation and Rendering, , 2009. [pdf]
  • Local Scale Measure for Remote Sensing Images, with B. Luo, J.-F. Aujol, SSVM09.
  • Circular Earth Mover’s Distance for the Comparison of Local Features, with J. Rabin, J. Delon, ICPR 08.
  • A Contrario Matching of SIFT-Like Features, with J. Rabin, J. Delon, ICPR 08.
  • Locally Invariant Texture Analysis from the Topographic Map, with G.-S. Xia, J. Delon, ICPR 08.
  • Pictorial analysis of line-drawings, with T. Hurtut, F. Schmitt, F. Cheriet, International Symposium on Computational Aesthetics in Graphics, Visualization, and Imaging (CAe 2008), Lisbonne, Portugual.
  • Mise en correspondance de descripteurs géométriques locaux par méthode a contrario, with J. Rabin, J. Delon, proceedings of GRETSI 2007.
  • Interpolation d’attributs ondelettes pour l’indexation de bases d’images satellitaires à différentes résolutions, with B. Luo, J.-F. Aujol, S. Ladjal, proceedings of GRETSI 2007, pp. 221-224.
  • Cartographie des échelles d’une image satellitaire, with B. Luo, J.-F. Aujol, H. Maitre, proceedings of GRETSI 2007, pp. 537-540.
  • Extrapolation of wavelet features for satellite images with different resolutions, with B. Luo, J.-F. Aujol, S. Ladjal,  proceedings  of  IEEE IGARSS 2006.

  • Resolution independent characteristic scale in satellite images, with B. Luo, J.-F. Aujol, S. Ladjal, H. Maitre, proceedings of
    IEEE ICASSP, 2006. [pdf]
  • Color image retrieval using thumbnails and the earth mover’s distance, with T. Hurtut, H. Dalazoana, F. Schmitt, Third European Conference on Colour in Graphics, Imaging, and Vision, 2006. [pdf]
  • A geometrical a priori for capturing the regularity of images, with F. Roueff, procedings of EUSIPCO, 2005. [pdf]
  • Unsupervised thresholds for shape matching , with Frédéric Cao, Pablo Musé, Frédéric Sur, proceedings of IEEE ICIP 2003. [pdf]
  • Comparaison de la composition de deux images , Actes du GRETSI, 2003. [pdf]
  • Texture synthesis through level sets , 2nd international workshop on texture analysis and synthesis, 2002. [ps.gz]
  • Morphological statistics of natural images, SPIE 4119, Wavelet applications in Signal and Image Processing 8, 2000, pp 208-214.
  • Scales in natural images and a consequence on their BV norm, with Luis Alvarez and J.-M. Morel, Lecture Notes in Computer Sciences 1682, 1999, pp 247-259.

Book chapters

  • Shape recognition based on an a contrario methodology, with F. Sur, P. Musé, F. Cao, and J.-M. Morel, in « Statistics and Analysis of Shapes », ed. H. Krim and A. Yezzi, Birkhauser, 2006.
  • Les équation aux dérivéees parteilles en traitement des images, in  « Le traitement des Images », ed. H. Maitre, Hermes. (English and Chinese tra