Traitement et analyse quantitative d'hologrammes numériques. (Processing and quantitative analysis of digital holograms). - Loïc Denis (2006)

Joint Filtering of SAR Interferometric and Amplitude Data in Urban Areas by TV Minimization. - Loïc Denis; Florence Tupin; Jérôme Darbon; Marc Sigelle (IGARSS (5), 2008)

A Regularization Approach for InSAR and Optical Data Fusion. - Loïc Denis; Florence Tupin; Jérôme Darbon; Marc Sigelle (IGARSS (2), 2008)

Joint Regularization of Phase and Amplitude of InSAR Data: Application to 3-D Reconstruction. - Loïc Denis; Florence Tupin; Jérôme Darbon; Marc Sigelle (IEEE Trans. Geosci. Remote. Sens., 2009)

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

SAR Image Regularization With Fast Approximate Discrete Minimization. - Loïc Denis; Florence Tupin; Jérôme Darbon; Marc Sigelle (IEEE Trans. Image Process., 2009)

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

Exact discrete minimization for TV+L0 image decomposition models. - Loïc Denis; Florence Tupin; Xavier Rondeau (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)

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

Fast model of space-variant blurring and its application to deconvolution in astronomy. - Loïc Denis; Éric Thiébaut; Ferréol Soulez (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)

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

Blind deconvolution of 3D data in wide field fluorescence microscopy. - Ferréol Soulez; Loïc Denis; Yves Tourneur; Éric Thiébaut (ISBI, 2012)

Exploiting spatial sparsity for multi-wavelength imaging in optical interferometry - Éric Thiébaut; Ferréol Soulez; Loïc Denis (CoRR, 2012)

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

Robust registration of electron tomography projections without fiducial markers. - Viet-Dung Tran; Maxime Moreaud; Éric Thiébaut; Loïc Denis; Jean-Marie Becker (Computational Imaging, 2013)

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

Fast diffraction-pattern matching for object detection and recognition in digital holograms. - Mozhdeh Seifi; Loïc Denis; Corinne Fournier (EUSIPCO, 2013)

Total variation super-resolution for 3D trabecular bone micro-structure segmentation. - Alina Toma; Loïc Denis; Bruno Sixou; Jean-Baptiste Pialat; Françoise Peyrin (EUSIPCO, 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)

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

Higher order total variation super-resolution from a single trabecular bone image. - Alina Toma; Bruno Sixou; Loïc Denis; Jean-Baptiste Pialat; Françoise Peyrin (ISBI, 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)

A blind deblurring and image decomposition approach for astronomical image restoration. - Rahul Mourya; Loïc Denis; Jean-Marie Becker; Éric Thiébaut (EUSIPCO, 2015)

Semi-blind joint super-resolution/segmentation of 3D trabecular bone images by a TV box approach. - Françoise Peyrin; Alina Toma; Bruno Sixou; Loïc Denis; Andrew Burghardt; Jean-Baptiste Pialat (EUSIPCO, 2015)

Augmented Lagrangian without alternating directions: Practical algorithms for inverse problems in imaging. - Rahul Mourya; Loïc Denis; Jean-Marie Becker; Éric Thiébaut (ICIP, 2015)

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)

Sparse + smooth decomposition models for multi-temporal SAR images. - Sylvain Lobry; Loïc Denis; Florence Tupin (MultiTemp, 2015)

Fast Approximations of Shift-Variant Blur. - Loïc Denis; Éric Thiébaut; Ferréol Soulez; Jean-Marie Becker; Rahul Mourya (Int. J. Comput. Vis., 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)

Spline Driven: High Accuracy Projectors for Tomographic Reconstruction From Few Projections. - Fabien Momey; Loïc Denis; Catherine Burnier; Éric Thiébaut; Jean-Marie Becker; Laurent Desbat (IEEE Trans. Image Process., 2015)

Fast and robust detection of a known pattern in an image. - Loïc Denis; André Ferrari; David Mary; Laurent M. Mugnier; Éric Thiébaut (EUSIPCO, 2016)

A decomposition model for scatterers change detection in multi-temporal series of SAR images. - Sylvain Lobry; Florence Tupin; Loïc Denis (IGARSS, 2016)

Multitemporal SAR Image Decomposition into Strong Scatterers, Background, and Speckle. - Sylvain Lobry; Loïc Denis; Florence Tupin (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Robust object characterization from lensless microscopy videos. - Olivier Flasseur; Loïc Denis; Corinne Fournier; Éric Thiébaut (EUSIPCO, 2017)

Double MRF for water classification in SAR images by joint detection and reflectivity estimation. - Sylvain Lobry; Loïc Denis; Florence Tupin; Roger Fjørtoft (IGARSS, 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)

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)

An Unsupervised Patch-Based Approach for Exoplanet Detection by Direct Imaging. - Olivier Flasseur; Loïc Denis; Éric Thiébaut; Maud Langlois (ICIP, 2018)

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

SAR Tomography of Urban Areas: 3D Regularized Inversion in the Scene Geometry. - Clément Rambour; Loïc Denis; Florence Tupin; Jean-Marie Nicolas 002; Hélène Oriot (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)

Subpixellic Methods for Sidelobes Suppression and Strong Targets Extraction in Single Look Complex SAR Images. - Rémy Abergel; Loïc Denis; Saïd Ladjal; Florence Tupin (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 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)

ExPACO: detection of an extended pattern under nonstationary correlated noise by patch covariance modeling. - Olivier Flasseur; Loïc Denis; Éric Thiébaut; Thomas Olivier; Corinne Fournier (EUSIPCO, 2019)

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)

Urban surface recovery through graph-cuts over SAR tomographic reconstruction. - Clément Rambour; Loïc Denis; Florence Tupin; Hélène Oriot (JURSE, 2019)

SAR Image Despeckling Using Pre-trained Convolutional Neural Network Models. - Xiangli Yang; Loïc Denis; Florence Tupin; Wen Yang 001 (JURSE, 2019)

Urban surface reconstruction in SAR tomography by graph-cuts. - Clément Rambour; Loïc Denis; Florence Tupin; Hélène Oriot; Yue Huang 002; Laurent Ferro-Famil (Comput. Vis. Image Underst., 2019)

Water Detection in SWOT HR Images Based on Multiple Markov Random Fields. - Sylvain Lobry; Loïc Denis; Brent Williams; Roger Fjørtoft; Florence Tupin (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

Introducing Spatial Regularization in SAR Tomography Reconstruction. - Clément Rambour; Loïc Denis; Florence Tupin; Hélène M. Oriot (IEEE Trans. Geosci. Remote. Sens., 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)

Finding Meaningful Detections: False Discovery Rate Control in Correlated Detection Maps. - Olivier Flasseur; Loïc Denis; Éric Thiébaut; Maud Langlois (EUSIPCO, 2020)

Exploiting the scaling indetermination of bi-linear models in inverse problems. - Samuel Thé; Éric Thiébaut; Loïc Denis; Ferréol Soulez (EUSIPCO, 2020)

Regularized SAR Tomography Approaches. - Alessandra Budillon; Loïc Denis; Clément Rambour; Gilda Schirinzi; Florence Tupin (IGARSS, 2020)

SAR2SAR: a self-supervised despeckling algorithm for SAR images. - Emanuele Dalsasso; Loïc Denis; Florence Tupin (CoRR, 2020)

SAR Image Despeckling by Deep Neural Networks: from a Pre-Trained Model to an End-to-End Training Strategy. - Emanuele Dalsasso; Xiangli Yang; Loïc Denis; Florence Tupin; Wen Yang 001 (Remote. Sens., 2020)

Exploiting Multi-Temporal Information for Improved Speckle Reduction of Sentinel-1 SAR Images by Deep Learning. - Emanuele Dalsasso; Inès Meraoumia; Loïc Denis; Florence Tupin (IGARSS, 2021)

A Review of Deep-Learning Techniques for SAR Image Restoration. - Loïc Denis; Emanuele Dalsasso; Florence Tupin (IGARSS, 2021)

Despeckling Sentinel-1 GRD Images by Deep-Learning and Application to Narrow River Segmentation. - Nicolas Gasnier; Emanuele Dalsasso; Loïc Denis; Florence Tupin (IGARSS, 2021)

SAR2SAR: A Semi-Supervised Despeckling Algorithm for SAR Images. - Emanuele Dalsasso; Loïc Denis; Florence Tupin (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Narrow River Extraction From SAR Images Using Exogenous Information. - Nicolas Gasnier; Loïc Denis; Roger Fjørtoft; Frédéric Liège; Florence Tupin (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Fast and robust pattern detection: Application to spherical bead location in holographic microscopy. - Dylan Brault; Loïc Denis; Sophie Dixneuf; Thomas Olivier; Nicolas Faure; Corinne Fournier (EUSIPCO, 2022)

Lake Detection with Sentinel-1 Data using a Grab-Cut Method and its Multi-Temporal Extension. - Nicolas Gasnier; Loïc Denis; Roger Fjørtoft; Frédéric Liège; Florence Tupin (IGARSS, 2022)

Fast Strategies for Multi-Temporal Speckle Reduction of Sentinel-1 GRD Images. - Inès Meraoumia; Emanuele Dalsasso; Loïc Denis; Florence Tupin (IGARSS, 2022)

Multi-temporal speckle reduction with self-supervised deep neural networks. - Inès Meraoumia; Emanuele Dalsasso; Loïc Denis; Rémy Abergel; Florence Tupin (CoRR, 2022)

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

On the Use and Denoising of the Temporal Geometric Mean for SAR Time Series. - Nicolas Gasnier; Loïc Denis; Florence Tupin (IEEE Geosci. Remote. Sens. Lett., 2022)

As If by Magic: Self-Supervised Training of Deep Despeckling Networks With MERLIN. - Emanuele Dalsasso; Loïc Denis; Florence Tupin (IEEE Trans. Geosci. Remote. Sens., 2022)

Applying Deep Learning to P-Band SAR Tomographic Imaging in Preparation for the Future Biomass Mission. - Zoé Berenger; Loïc Denis; Florence Tupin; Laurent Ferro-Famil (IGARSS, 2023)

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 Deep-Learning Approach for SAR Tomographic Imaging of Forested Areas. - Zoé Berenger; Loïc Denis; Florence Tupin; Laurent Ferro-Famil; Yue Huang 002 (IEEE Geosci. Remote. Sens. Lett., 2023)

Multitemporal Speckle Reduction With Self-Supervised Deep Neural Networks. - Inès Meraoumia; Emanuele Dalsasso; Loïc Denis; Rémy Abergel; Florence Tupin (IEEE Trans. Geosci. Remote. Sens., 2023)

Unsupervised Radiometric Change Detection from Synthetic Aperture Radar Images. - Thomas Bultingaire; Inès Meraoumia; Christophe Kervazo; Loïc Denis; Florence Tupin (EUSIPCO, 2024)

Shrinkage MMSE Estimators of Covariances Beyond the Zero-Mean and Stationary Variance Assumptions. - Olivier Flasseur; Éric Thiébaut; Loïc Denis; Maud Langlois (EUSIPCO, 2024)

Self-Supervised Learning of Multi-Modal Cooperation for SAR Despeckling. - Victor Gaya; Emanuele Dalsasso; Loïc Denis; Florence Tupin; Béatrice Pinel-Puysségur; Cyrielle Guérin (IGARSS, 2024)

Just Project! Multi-Channel Despeckling, the Easy Way. - Loïc Denis; Emanuele Dalsasso; Florence Tupin (CoRR, 2024)

Comments on "PolMERLIN: Self-Supervised Polarimetric Complex SAR Image Despeckling With Masked Networks". - Loïc Denis (IEEE Geosci. Remote. Sens. Lett., 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)

Multiview 3-D Surface Reconstruction From SAR Images by Inverse Rendering. - Emile Barbier–Renard; Florence Tupin; Nicolas Trouvé; Loïc Denis (IEEE Geosci. Remote. Sens. Lett., 2025)

Just Project! Multichannel Despeckling, the Easy Way. - Loïc Denis; Emanuele Dalsasso; Florence Tupin (IEEE Trans. Geosci. Remote. Sens., 2025)

Multi-view 3D surface reconstruction from SAR images by inverse rendering. - Emile Barbier–Renard; Florence Tupin; Nicolas Trouvé; Loïc Denis (CoRR, 2025)