Iterative Weighted Maximum Likelihood Denoising With Probabilistic Patch-Based Weights. - Charles-Alban Deledalle; Loïc Denis; Florence Tupin (IEEE Trans. Image Process., 2009)

Poisson NL means: Unsupervised non local means for Poisson noise. - Charles-Alban Deledalle; Florence Tupin; Loïc Denis (ICIP, 2010)

Glaciermonitoring: Correlation versus texture tracking. - Charles-Alban Deledalle; Jean-Marie Nicolas 002; Florence Tupin; Loïc Denis; Renaud Fallourd; Emmanuel Trouvé (IGARSS, 2010)

A non-local approach for SAR and interferometric SAR denoising. - Charles-Alban Deledalle; Florence Tupin; Loïc Denis (IGARSS, 2010)

Polarimetric SAR estimation based on non-local means. - Charles-Alban Deledalle; Florence Tupin; Loïc Denis (IGARSS, 2010)

Image denoising with patch based PCA: local versus global. - Charles-Alban Deledalle; Joseph Salmon; Arnak S. Dalalyan (BMVC, 2011)

Patch similarity under non Gaussian noise. - Charles-Alban Deledalle; Florence Tupin; Loïc Denis (ICIP, 2011)

Influence of speckle filtering of Polarimetric SAR data on different classification methods. - Fang Cao 001; Charles-Alban Deledalle; Jean-Marie Nicolas 002; Florence Tupin; Loïc Denis; Laurent Ferro-Famil; Eric Pottier; Carlos López-Martínez (IGARSS, 2011)

Anisotropic Non-Local Means with Spatially Adaptive Patch Shapes. - Charles-Alban Deledalle; Vincent Duval; Joseph Salmon (SSVM, 2011)

NL-InSAR: Nonlocal Interferogram Estimation. - Charles-Alban Deledalle; Loïc Denis; Florence Tupin (IEEE Trans. Geosci. Remote. Sens., 2011)

Image denoising beyond additive Gaussian noise Patch-based estimators and their application to SAR imagery. (Débruitage d'images au-delà du bruit additif gaussien Estimateurs à patchs et leur application à l'imagerie SAR). - Charles-Alban Deledalle (2011)

Unbiased risk estimation for sparse analysis regularization. - Charles-Alban Deledalle; Samuel Vaiter; Gabriel Peyré; Jalal Fadili; Charles Dossal (ICIP, 2012)

How to combine TerraSAR-X and Cosmo-SkyMed high-resolution images for a better scene understanding? - Hélène Sportouche; Florence Tupin; Jean-Marie Nicolas 002; Talita Perciano; Charles-Alban Deledalle (IGARSS, 2012)

Two steps multi-temporal Non-Local Means for SAR images. - Xin Su; Charles-Alban Deledalle; Florence Tupin; Hong Sun (IGARSS, 2012)

Risk estimation for matrix recovery with spectral regularization - Charles-Alban Deledalle; Samuel Vaiter; Gabriel Peyré; Jalal Fadili; Charles Dossal (CoRR, 2012)

The degrees of freedom of the Group Lasso for a General Design - Samuel Vaiter; Charles-Alban Deledalle; Gabriel Peyré; Jalal Fadili; Charles Dossal (CoRR, 2012)

How to Compare Noisy Patches? Patch Similarity Beyond Gaussian Noise. - Charles-Alban Deledalle; Loïc Denis; Florence Tupin (Int. J. Comput. Vis., 2012)

Non-local Methods with Shape-Adaptive Patches (NLM-SAP). - Charles-Alban Deledalle; Vincent Duval; Joseph Salmon (J. Math. Imaging Vis., 2012)

Template matching with noisy patches: A contrast-invariant GLR test. - Charles-Alban Deledalle; Loïc Denis; Florence Tupin (EUSIPCO, 2013)

SAR image change detection by likelihood ratio test in multi-temporal time series. - Xin Su; Charles-Alban Deledalle; Florence Tupin; Hong Sun (IGARSS, 2013)

Stable Recovery with Analysis Decomposable Priors - Mohamed-Jalal Fadili; Gabriel Peyré; Samuel Vaiter; Charles-Alban Deledalle; Joseph Salmon (CoRR, 2013)

Super-resolution from a low- and partial high-resolution image pair. - Moncef Hidane; Jean-François Aujol; Yannick Berthoumieu; Charles-Alban Deledalle (ICIP, 2014)

Denoising based on non local means for ultrasound images with simultaneous multiple noise distributions. - Denis H. P. Salvadeo; Isabelle Bloch; Florence Tupin; Nelson D. A. Mascarenhas; Alexandre L. M. Levada; Charles-Alban Deledalle; Sonia Dahdouh (ICIP, 2014)

Adaptive regularization of the NL-means for video denoising. - Camille Sutour; Jean-François Aujol; Charles-Alban Deledalle; Jean-Philippe Domenger (ICIP, 2014)

Modeling the distribution of patches with shift-invariance: Application to SAR image restoration. - Sonia Tabti; Charles-Alban Deledalle; Loïc Denis; Florence Tupin (ICIP, 2014)

Change detection and classification of multi-temporal SAR series based on generalized likelihood ratio comparing-and-recognizing. - Xin Su; Charles-Alban Deledalle; Florence Tupin; Hong Sun (IGARSS, 2014)

Building invariance properties for dictionaries of SAR image patches. - Sonia Tabti; Charles-Alban Deledalle; Loïc Denis; Florence Tupin (IGARSS, 2014)

The Degrees of Freedom of Partly Smooth Regularizers. - Samuel Vaiter; Charles-Alban Deledalle; Gabriel Peyré; Jalal Fadili; Charles Dossal (CoRR, 2014)

Poisson Noise Reduction with Non-local PCA. - Joseph Salmon; Zachary T. Harmany; Charles-Alban Deledalle; Rebecca Willett (J. Math. Imaging Vis., 2014)

Stein Unbiased GrAdient estimator of the Risk (SUGAR) for Multiple Parameter Selection. - Charles-Alban Deledalle; Samuel Vaiter; Jalal Fadili; Gabriel Peyré (SIAM J. Imaging Sci., 2014)

Exploiting Patch Similarity for SAR Image Processing: The nonlocal paradigm. - Charles-Alban Deledalle; Loïc Denis; Giovanni Poggi; Florence Tupin; Luisa Verdoliva (IEEE Signal Process. Mag., 2014)

Two-Step Multitemporal Nonlocal Means for Synthetic Aperture Radar Images. - Xin Su; Charles-Alban Deledalle; Florence Tupin; Hong Sun (IEEE Trans. Geosci. Remote. Sens., 2014)

Adaptive Regularization of the NL-Means: Application to Image and Video Denoising. - Camille Sutour; Charles-Alban Deledalle; Jean-François Aujol (IEEE Trans. Image Process., 2014)

Combining patch-based estimation and total variation regularization for 3D InSAR reconstruction. - Charles-Alban Deledalle; Loïc Denis; Giampaolo Ferraioli; Florence Tupin (IGARSS, 2015)

Patch-based SAR image classification: The potential of modeling the statistical distribution of patches with Gaussian mixtures. - Sonia Tabti; Charles-Alban Deledalle; Loïc Denis; Florence Tupin (IGARSS, 2015)

On Debiasing Restoration Algorithms: Applications to Total-Variation and Nonlocal-Means. - Charles-Alban Deledalle; Nicolas Papadakis; Joseph Salmon (SSVM, 2015)

Edge-Based Multi-modal Registration and Application for Night Vision Devices. - Camille Sutour; Jean-François Aujol; Charles-Alban Deledalle; Baudouin Denis de Senneville (J. Math. Imaging Vis., 2015)

Estimation of the Noise Level Function Based on a Nonparametric Detection of Homogeneous Image Regions. - Camille Sutour; Charles-Alban Deledalle; Jean-François Aujol (SIAM J. Imaging Sci., 2015)

NL-SAR: A Unified Nonlocal Framework for Resolution-Preserving (Pol)(In)SAR Denoising. - Charles-Alban Deledalle; Loïc Denis; Florence Tupin; Andreas Reigber; Marc Jäger 001 (IEEE Trans. Geosci. Remote. Sens., 2015)

Automatic estimation of the noise level function for adaptive blind denoising. - Camille Sutour; Jean-François Aujol; Charles-Alban Deledalle (EUSIPCO, 2016)

Texture synthesis guided by a low-resolution image. - Mireille El Gheche; Jean-François Aujol; Yannick Berthoumieu; Charles-Alban Deledalle; Ronan Fablet (IVMSP, 2016)

Sparse-Based Morphometry: Principle and Application to Alzheimer's Disease. - Pierrick Coupé; Charles-Alban Deledalle; Charles Dossal; Michèle Allard (Patch-MI@MICCAI, 2016)

CLEAR: Covariant LEAst-square Re-fitting with applications to image restoration. - Charles-Alban Deledalle; Nicolas Papadakis; Joseph Salmon; Samuel Vaiter (CoRR, 2016)

Image Zoom Completion. - Moncef Hidane; Mireille El Gheche; Jean-François Aujol; Yannick Berthoumieu; Charles-Alban Deledalle (IEEE Trans. Image Process., 2016)

Fast External Denoising Using Pre-Learned Transformations. - Shibin Parameswaran; Enming Luo; Charles-Alban Deledalle; Truong Q. Nguyen (CVPR Workshops, 2017)

Luminance-Guided Chrominance Denoising with Debiased Coupled Total Variation. - Fabien Pierre; Jean-François Aujol; Charles-Alban Deledalle; Nicolas Papadakis (EMMCVPR, 2017)

Similarity criterion for SAR tomography over dense urban area. - Clément Rambour; Loïc Denis; Florence Tupin; Jean-Marie Nicolas 002; Hélène Oriot; Laurent Ferro-Famil; Charles-Alban Deledalle (IGARSS, 2017)

Parameter Estimation in Finite Mixture Models by Regularized Optimal Transport: A Unified Framework for Hard and Soft Clustering. - Arnaud Dessein; Nicolas Papadakis; Charles-Alban Deledalle (CoRR, 2017)

CLEAR: Covariant LEAst-Square Refitting with Applications to Image Restoration. - Charles-Alban Deledalle; Nicolas Papadakis; Joseph Salmon; Samuel Vaiter (SIAM J. Imaging Sci., 2017)

MuLoG, or How to Apply Gaussian Denoisers to Multi-Channel SAR Speckle Reduction? - Charles-Alban Deledalle; Loïc Denis; Sonia Tabti; Florence Tupin (IEEE Trans. Image Process., 2017)

Texture Reconstruction Guided by a High-Resolution Patch. - Mireille El Gheche; Jean-François Aujol; Yannick Berthoumieu; Charles-Alban Deledalle (IEEE Trans. Image Process., 2017)

MuLoG: A Generic Variance-Stabilization Approach for Speckle Reduction in SAR Interferometry and SAR Polarimetry. - Charles-Alban Deledalle; Loïc Denis; Florence Tupin (IGARSS, 2018)

RABASAR: A Fast Ratio Based Multi-Temporal SAR Despeckling. - Weiying Zhao; Charles-Alban Deledalle; Loïc Denis; Henri Maître; Jean-Marie Nicolas 002; Florence Tupin (IGARSS, 2018)

Regularised Projection of an Image Domain Triangulation for Disparity Map Refinement. - Brendan Le Bouill; Jean-François Aujol; Yannick Berthoumieu; Charles-Alban Deledalle (ISIVC, 2018)

Image restoration with generalized Gaussian mixture model patch priors. - Charles-Alban Deledalle; Shibin Parameswaran; Truong Q. Nguyen (CoRR, 2018)

Image Denoising with Generalized Gaussian Mixture Model Patch Priors. - Charles-Alban Deledalle; Shibin Parameswaran; Truong Q. Nguyen (SIAM J. Imaging Sci., 2018)

Parisar: Patch-Based Estimation and Regularized Inversion for Multibaseline SAR Interferometry. - Giampaolo Ferraioli; Charles-Alban Deledalle; Loïc Denis; Florence Tupin (IEEE Trans. Geosci. Remote. Sens., 2018)

Resolution-Preserving Speckle Reduction of SAR Images: The Benefits of Speckle Decorrelation and Targets Extraction. - Rémy Abergel; Loïc Denis; Florence Tupin; Saïd Ladjal; Charles-Alban Deledalle; Andrés Almansa (IGARSS, 2019)

Multi-Temporal Speckle Reduction of Polarimetric SAR Images: a Ratio-Based Approach. - Charles-Alban Deledalle; Loïc Denis; Laurent Ferro-Famil; Jean-Marie Nicolas 002; Florence Tupin (IGARSS, 2019)

From Patches to Deep Learning: Combining Self-Similarity and Neural Networks for Sar Image Despeckling. - Loïc Denis; Charles-Alban Deledalle; Florence Tupin (IGARSS, 2019)

The Exploitation of the Non Local Paradigm for SAR 3d Reconstruction. - Giampaolo Ferraioli; Loïc Denis; Charles-Alban Deledalle; Florence Tupin (IGARSS, 2019)

Ten Years of Patch-Based Approaches for Sar Imaging: A Review. - Florence Tupin; Loïc Denis; Charles-Alban Deledalle; Giampaolo Ferraioli (IGARSS, 2019)

Refitting Solutions Promoted by ℓ _12 Sparse Analysis Regularizations with Block Penalties. - Charles-Alban Deledalle; Nicolas Papadakis; Joseph Salmon; Samuel Vaiter (SSVM, 2019)

Machine learning in acoustics: a review. - Michael J. Bianco; Peter Gerstoft; James Traer; Emma Ozanich; Marie A. Roch; Sharon Gannot; Charles-Alban Deledalle; Weichang Li (CoRR, 2019)

Ratio-Based Multitemporal SAR Images Denoising: RABASAR. - Weiying Zhao; Charles-Alban Deledalle; Loïc Denis; Henri Maître; Jean-Marie Nicolas 002; Florence Tupin (IEEE Trans. Geosci. Remote. Sens., 2019)

Accelerating GMM-Based Patch Priors for Image Restoration: Three Ingredients for a 100× Speed-Up. - Shibin Parameswaran; Charles-Alban Deledalle; Loïc Denis; Truong Q. Nguyen (IEEE Trans. Image Process., 2019)

Gradient-Based Deep Quantization of Neural Networks through Sinusoidal Adaptive Regularization. - Ahmed T. Elthakeb; Prannoy Pilligundla; Fatemehsadat Mireshghallah; Tarek Elgindi; Charles-Alban Deledalle; Hadi Esmaeilzadeh (CoRR, 2020)

Blind atmospheric turbulence deconvolution. - Charles-Alban Deledalle; Jérôme Gilles (IET Image Process., 2020)

Block-Based Refitting in ℓ 12 Sparse Regularization. - Charles-Alban Deledalle; Nicolas Papadakis; Joseph Salmon; Samuel Vaiter (J. Math. Imaging Vis., 2021)

U-Deepdig: Scalable Deep Decision Boundary Instance Generation. - Jane Berk; Martin Jaszewski; Charles-Alban Deledalle; Shibin Parameswaran (ICIP, 2022)

Speckle Reduction in Matrix-Log Domain for Synthetic Aperture Radar Imaging. - Charles-Alban Deledalle; Loïc Denis; Florence Tupin (J. Math. Imaging Vis., 2022)

Multitemporal SAR images change detection and visualization using RABASAR and simplified GLR. - Weiying Zhao; Charles-Alban Deledalle; Loïc Denis; Henri Maître; Jean-Marie Nicolas 002; Florence Tupin (CoRR, 2023)

A Unified Framework for Hard and Soft Clustering with Regularized Optimal Transport. - Jean-Frédéric Diebold; Nicolas Papadakis; Arnaud Dessein; Charles-Alban Deledalle (EUSIPCO, 2024)

Patch-based adaptive temporal filter and residual evaluation. - Weiying Zhao; Paul Riot; Charles-Alban Deledalle; Henri Maître; Jean-Marie Nicolas 002; Florence Tupin (CoRR, 2024)

Robustness to Spatially Correlated Speckle in Plug-and-Play PolSAR Despeckling. - Cristiano Ulondu Mendes; Loïc Denis; Charles-Alban Deledalle; Florence Tupin (IEEE Trans. Geosci. Remote. Sens., 2024)