Andrés Almansa

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 49

Top Venues

CoRR

ICIP

J. Math. Imaging Vis.

SIAM J. Imaging Sci.

École normale supérieure de Cachan, France (PHD)

Education History

École normale supérieure de Cachan, France

PHD

Publications

Nicolas Cherel, Andrés Almansa, Yann Gousseau, Alasdair Newson
Patch-based stochastic attention for image editing. Comput. Vis. Image Underst. 238 (2024)
Nicolas Cherel, Andrés Almansa, Yann Gousseau, Alasdair Newson
Diffusion-based image inpainting with internal learning. CoRR (2024)
Charles Laroche, Andrés Almansa, Eva Coupeté
Fast Diffusion EM: a diffusion model for blind inverse problems with application to deconvolution. WACV (2024)
Marien Renaud, Jiaming Liu, Valentin De Bortoli, Andrés Almansa, Ulugbek Kamilov
Plug-and-Play Posterior Sampling under Mismatched Measurement and Prior Models. ICLR (2024)
Jean Prost, Antoine Houdard, Andrés Almansa, Nicolas Papadakis
Efficient Posterior Sampling for Diverse Super-Resolution with Hierarchical VAE Prior. VISIGRAPP (3): VISAPP (2024)
Charles Laroche, Andrés Almansa, Eva Coupeté, Matias Tassano
Provably Convergent Plug & Play Linearized ADMM, Applied to Deblurring Spatially Varying Kernels. ICASSP (2023)
Nicolas Cherel, Andrés Almansa, Yann Gousseau, Alasdair Newson
Infusion: Internal Diffusion for Video Inpainting. CoRR (2023)
Jean Prost, Antoine Houdard, Andrés Almansa, Nicolas Papadakis
Inverse problem regularization with hierarchical variational autoencoders. CoRR (2023)
Jean Prost, Antoine Houdard, Andrés Almansa, Nicolas Papadakis
Inverse problem regularization with hierarchical variational autoencoders. ICCV (2023)
Charles Laroche, Andrés Almansa, Matias Tassano
Deep Model-Based Super-Resolution with Non-uniform Blur. WACV (2023)
Marien Renaud, Jiaming Liu, Valentin De Bortoli, Andrés Almansa, Ulugbek S. Kamilov
Plug-and-Play Posterior Sampling under Mismatched Measurement and Prior Models. CoRR (2023)
Charles Laroche, Andrés Almansa, Eva Coupeté
Fast Diffusion EM: a diffusion model for blind inverse problems with application to deconvolution. CoRR (2023)
Rémi Laumont, Valentin De Bortoli, Andrés Almansa, Julie Delon, Alain Durmus, Marcelo Pereyra
On Maximum a Posteriori Estimation with Plug & Play Priors and Stochastic Gradient Descent. J. Math. Imaging Vis. 65 (1) (2023)
Charles Laroche, Andrés Almansa, Eva Coupeté, Matias Tassano
Provably Convergent Plug & Play Linearized ADMM, applied to Deblurring Spatially Varying Kernels. CoRR (2022)
Nicolas Cherel, Andrés Almansa, Yann Gousseau, Alasdair Newson
A Patch-Based Algorithm for Diverse and High Fidelity Single Image Generation. ICIP (2022)
Jean Prost, Antoine Houdard, Nicolas Papadakis, Andrés Almansa
Diverse super-resolution with pretrained deep hiererarchical VAEs. CoRR (2022)
Antoine Monod, Julie Delon, Matias Tassano, Andrés Almansa
Video Restoration with a Deep Plug-and-Play Prior. CoRR (2022)
Charles Laroche, Andrés Almansa, Matias Tassano
Deep Model-Based Super-Resolution with Non-uniform Blur. CoRR (2022)
Rémi Laumont, Valentin De Bortoli, Andrés Almansa, Julie Delon, Alain Durmus, Marcelo Pereyra
Bayesian Imaging Using Plug & Play Priors: When Langevin Meets Tweedie. SIAM J. Imaging Sci. 15 (2) (2022)
Rémi Laumont, Valentin De Bortoli, Andrés Almansa, Julie Delon, Alain Durmus, Marcelo Pereyra
On Maximum-a-Posteriori estimation with Plug & Play priors and stochastic gradient descent. CoRR (2022)
Nicolas Cherel, Andrés Almansa, Yann Gousseau, Alasdair Newson
Patch-Based Stochastic Attention for Image Editing. CoRR (2022)
Mario González, Andrés Almansa, Pauline Tan
Solving Inverse Problems by Joint Posterior Maximization with Autoencoding Prior. SIAM J. Imaging Sci. 15 (2) (2022)
Rémi Laumont, Valentin De Bortoli, Andrés Almansa, Julie Delon, Alain Durmus, Marcelo Pereyra
Bayesian imaging using Plug & Play priors: when Langevin meets Tweedie. CoRR (2021)
Jean Prost, Antoine Houdard, Andrés Almansa, Nicolas Papadakis
Learning Local Regularization for Variational Image Restoration. SSVM (2021)
Jean Prost, Antoine Houdard, Andrés Almansa, Nicolas Papadakis
Learning local regularization for variational image restoration. CoRR (2021)
Mario González, Andrés Almansa, Pauline Tan
Solving Inverse Problems by Joint Posterior Maximization with Autoencoding Prior. CoRR (2021)
Alasdair Newson, Andrés Almansa, Yann Gousseau, Saïd Ladjal
Processing Simple Geometric Attributes with Autoencoders. J. Math. Imaging Vis. 62 (3) (2020)
Marcela Carvalho, Bertrand Le Saux, Pauline Trouvé-Peloux, Frédéric Champagnat, Andrés Almansa
Multitask Learning of Height and Semantics From Aerial Images. IEEE Geosci. Remote. Sens. Lett. 17 (8) (2020)
Rémy Abergel, Loïc Denis, Florence Tupin, Saïd Ladjal, Charles-Alban Deledalle, Andrés Almansa
Resolution-Preserving Speckle Reduction of SAR Images: The Benefits of Speckle Decorrelation and Targets Extraction. IGARSS (2019)
Alasdair Newson, Andrés Almansa, Yann Gousseau, Saïd Ladjal
Processsing Simple Geometric Attributes with Autoencoders. CoRR (2019)
Thuc Trinh Le, Andrés Almansa, Yann Gousseau, Simon Masnou
Object removal from complex videos using a few annotations. Comput. Vis. Media 5 (3) (2019)
Marcela Carvalho, Bertrand Le Saux, Pauline Trouvé-Peloux, Frédéric Champagnat, Andrés Almansa
Multi-Task Learning of Height and Semantics from Aerial Images. CoRR (2019)
Mario González, Andrés Almansa, Mauricio Delbracio, Pablo Musé, Pauline Tan
Solving Inverse Problems by Joint Posterior Maximization with a VAE Prior. CoRR (2019)
Thuc Trinh Le, Andrés Almansa, Yann Gousseau, Simon Masnou
Removing objects from videos with a few strokes. SIGGRAPH Asia Technical Briefs (2018)
Marcela Carvalho, Bertrand Le Saux, Pauline Trouvé-Peloux, Andrés Almansa, Frédéric Champagnat
Deep Depth from Defocus: How Can Defocus Blur Improve 3D Estimation Using Dense Neural Networks? ECCV Workshops (1) (2018)
Mario González, Javier Preciozzi, Pablo Musé, Andrés Almansa
Joint denoising and decompression using CNN regularization. CVPR Workshops (2018)
Marcela Carvalho, Bertrand Le Saux, Pauline Trouvé-Peloux, Andrés Almansa, Frédéric Champagnat
Deep Depth from Defocus: how can defocus blur improve 3D estimation using dense neural networks? CoRR (2018)
Marcela Carvalho, Bertrand Le Saux, Pauline Trouvé-Peloux, Andrés Almansa, Frédéric Champagnat
On Regression Losses for Deep Depth Estimation. ICIP (2018)
Antoine Houdard, Andrés Almansa, Julie Delon
Demystifying the Asymptotic Behavior of Global Denoising. J. Math. Imaging Vis. 59 (3) (2017)
Alasdair Newson, Andrés Almansa, Yann Gousseau, Patrick Pérez
Non-Local Patch-Based Image Inpainting. Image Process. Line 7 (2017)
Paul Riot, Andrés Almansa, Yann Gousseau, Florence Tupin
A Correlation-Based Dissimilarity Measure for Noisy Patches. SSVM (2017)
Thuc Trinh Le, Andrés Almansa, Yann Gousseau, Simon Masnou
Motion-consistent video inpainting. ICIP (2017)
Javier Preciozzi, Andrés Almansa, Pablo Musé, Sylvain Durand, Ali Khazaal, Bernard Rougé
A Sparsity-Based Variational Approach for the Restoration of SMOS Images From L1A Data. IEEE Trans. Geosci. Remote. Sens. 55 (5) (2017)
Thuc Trink Le, Andrés Almansa, Yann Gousseau, Simon Masnou
Demonstration abstract: Motion-consistent video inpainting. ICIP (2017)
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 Trans. Computational Imaging 3 (4) (2017)
Daniel-Chen Soncco, Clara Barbanson, Mila Nikolova, Andrés Almansa, Yann Ferrec
Fast and Accurate Multiplicative Decomposition for Fringe Removal in Interferometric Images. IEEE Trans. Computational Imaging 3 (2) (2017)
Javier Preciozzi, Mario González, Andrés Almansa, Pablo Musé
Joint denoising and decompression: A patch-based Bayesian approach. ICIP (2017)
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. CoRR (2017)
Paul Riot, Andrés Almansa, Yann Gousseau, Florence Tupin
Penalizing local correlations in the residual improves image denoising performance. EUSIPCO (2016)
Yann Traonmilin, Saïd Ladjal, Andrés Almansa
Robust Multi-image Processing with Optimal Sparse Regularization. J. Math. Imaging Vis. 51 (3) (2015)
Alasdair Newson, Andrés Almansa, Matthieu Fradet, Yann Gousseau, Patrick Pérez
Video Inpainting of Complex Scenes. CoRR (2015)
Alasdair Newson, Andrés Almansa, Yann Gousseau, Patrick Pérez
Robust Automatic Line Scratch Detection in Films. IEEE Trans. Image Process. 23 (3) (2014)
J. Freciozzi, Pablo Musé, Andrés Almansa, Sylvain Durand, Ali Khazaal, Bernard Rougé
SMOS images restoration from L1A data: A sparsity-based variational approach. IGARSS (2014)
Thierry Guillemot, Andrés Almansa, Tamy Boubekeur
Covariance Trees for 2D and 3D Processing. CVPR (2014)
Mariano Tepper, Pablo Musé, Andrés Almansa, Marta Mejail
Finding contrasted and regular edges by a contrario detection of periodic subsequences. Pattern Recognit. 47 (1) (2014)
Mariano Tepper, Pablo Musé, Andrés Almansa
On the Role of Contrast and Regularity in Perceptual Boundary Saliency. J. Math. Imaging Vis. 48 (3) (2014)
Cecilia Aguerrebere, Andrés Almansa, Yann Gousseau, Julie Delon, Pablo Musé
Single shot high dynamic range imaging using piecewise linear estimators. ICCP (2014)
Alasdair Newson, Andrés Almansa, Matthieu Fradet, Yann Gousseau, Patrick Pérez
Video Inpainting of Complex Scenes. SIAM J. Imaging Sci. 7 (4) (2014)
Mariano Tepper, Pablo Musé, Andrés Almansa, Marta Mejail
Boruvka Meets Nearest Neighbors. CIARP (2) (2013)
Mauricio Delbracio, Andrés Almansa, Pablo Musé
Recovering the Subpixel PSF from Two Photographs at Different Distances. Image Process. Line 3 (2013)
Alasdair Newson, Andrés Almansa, Matthieu Fradet, Yann Gousseau, Patrick Pérez
Towards fast, generic video inpainting. CVMP (2013)
Yann Traonmilin, Saïd Ladjal, Andrés Almansa
Outlier Removal Power of the L1-Norm Super-Resolution. SSVM (2013)
Alasdair Newson, Andrés Almansa, Yann Gousseau, Patrick Pérez
Temporal filtering of line scratch detections in degraded films. ICIP (2013)
Thierry Guillemot, Andrés Almansa, Tamy Boubekeur
Non Local Point Set Surfaces. 3DIMPVT (2012)
Javier Preciozzi, Pablo Musé, Andrés Almansa, Sylvain Durand, François Cabot, Yann H. Kerr, Ali Khazaal, Bernard Rougé
Sparsity-based restoration of SMOS images in the presence of outliers. IGARSS (2012)
Mauricio Delbracio, Andrés Almansa, Jean-Michel Morel, Pablo Musé
Subpixel Point Spread Function Estimation from Two Photographs at Different Distances. SIAM J. Imaging Sci. 5 (4) (2012)
Mariano Tepper, Pablo Musé, Andrés Almansa
On the Role of Contrast and Regularity in Perceptual Boundary Saliency CoRR (2012)
Neus Sabater, Andrés Almansa, Jean-Michel Morel
Meaningful Matches in Stereovision. IEEE Trans. Pattern Anal. Mach. Intell. 34 (5) (2012)
Mauricio Delbracio, Pablo Musé, Andrés Almansa
Non-parametric Sub-pixel Local Point Spread Function Estimation. Image Process. Line 2 (2012)
Mauricio Delbracio, Pablo Musé, Andrés Almansa, Jean-Michel Morel
The Non-parametric Sub-pixel Local Point Spread Function Estimation Is a Well Posed Problem. Int. J. Comput. Vis. 96 (2) (2012)
Yann Traonmilin, Saïd Ladjal, Andrés Almansa
On the amount of regularization for super-resolution interpolation. EUSIPCO (2012)
Alasdair Newson, Patrick Pérez, Andrés Almansa, Yann Gousseau
Adaptive line scratch detection in degraded films. CVMP (2012)
Mariano Tepper, Pablo Musé, Andrés Almansa, Marta Mejail
Finding Edges by a Contrario Detection of Periodic Subsequences. CIARP (2012)
Mariano Tepper, Pablo Musé, Andrés Almansa, Marta Mejail
Automatically finding clusters in normalized cuts. Pattern Recognit. 44 (7) (2011)
Neus Sabater, Andrés Almansa, Jean-Michel Morel
Meaningful Matches in Stereovision CoRR (2011)
Neus Sabater, Jean-Michel Morel, Andrés Almansa
How Accurate Can Block Matches Be in Stereo Vision? SIAM J. Imaging Sci. 4 (1) (2011)
Mariano Tepper, Pablo Musé, Andrés Almansa
Meaningful Clustered Forest: an Automatic and Robust Clustering Algorithm CoRR (2011)
Andrés Almansa, Julien Caron, Sylvain Durand
Deblurring of irregularly sampled images by TV regularization in a spline space. ICIP (2010)
Neus Sabater, Jean-Michel Morel, Andrés Almansa
Sub-pixel stereo matching. IGARSS (2010)
Eric Bughin, Andrés Almansa, Rafael Grompone von Gioi, Yohann Tendero
Fast plane detection in disparity maps. ICIP (2010)
Neus Sabater, Jean-Michel Morel, Andrés Almansa, Gwendoline Blanchet
Discarding moving objects in quasi-simultaneous stereovision. ICIP (2010)
Mariano Tepper, Francisco Gómez Fernández, Pablo Musé, Andrés Almansa, Marta Mejail
Morphological Shape Context: Semi-locality and Robust Matching in Shape Recognition. CIARP (2009)
Gabriele Facciolo, Andrés Almansa, Jean-François Aujol, Vicent Caselles
Irregular to Regular Sampling, Denoising, and Deconvolution. Multiscale Model. Simul. 7 (4) (2009)
Andrés Almansa, Coloma Ballester, Vicent Caselles, Gloria Haro
A TV Based Restoration Model with Local Constraints. J. Sci. Comput. 34 (3) (2008)
Andrés Almansa, Vicent Caselles, Gloria Haro, Bernard Rougé
Restoration and Zoom of Irregularly Sampled, Blurred, and Noisy Images by Accurate Total Variation Minimization with Local Constraints. Multiscale Model. Simul. 5 (1) (2006)
Gabriele Facciolo, Federico Lecumberry, Andrés Almansa, Alvaro Pardo, Vicent Caselles, Bernard Rougé
Constrained Anisotropic Diffusion and some Applications. BMVC (2006)
Andrés Almansa, Sylvain Durand, Bernard Rougé
Measuring and Improving Image Resolution by Adaptation of the Reciprocal Cell. J. Math. Imaging Vis. 21 (3) (2004)
Andrés Almansa, Agnès Desolneux, Sébastien Vamech
Vanishing Point Detection without Any A Priori Information. IEEE Trans. Pattern Anal. Mach. Intell. 25 (4) (2003)
Andrés Almansa
Image resolution measure with applications to restoration and zoom. IGARSS (2003)
Andrés Almansa, Frédéric Cao, Yann Gousseau, Bernard Rougé
Interpolation of digital elevation models using AMLE and related methods. IEEE Trans. Geosci. Remote. Sens. 40 (2) (2002)
Andrés Almansa, Tony Lindeberg
Fingerprint enhancement by shape adaptation of scale-space operators with automatic scale selection. IEEE Trans. Image Process. 9 (12) (2000)
Andrés Almansa, Laurent D. Cohen
Fingerprint image matching by minimization of a thin-plate energy using a two-step algorithm with auxiliary variables. WACV (2000)

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Publication Activity (10 Years)

Top Topics

Top Venues

Andrés Almansa