Loïc Denis

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 57

Top Venues

IGARSS

CoRR

EUSIPCO

IEEE Trans. Geosci. Remote. Sens.

Jean Monnet University, Saint-Étienne, France (PHD)

Education History

Jean Monnet University, Saint-Étienne, France

PHD

Publications

Loïc Denis
Comments on "PolMERLIN: Self-Supervised Polarimetric Complex SAR Image Despeckling With Masked Networks". IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Cristiano Ulondu Mendes, Loïc Denis, Charles-Alban Deledalle, Florence Tupin
Robustness to Spatially Correlated Speckle in Plug-and-Play PolSAR Despeckling. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Zoé Berenger, Loïc Denis, Florence Tupin, Laurent Ferro-Famil, Yue Huang
A Deep Learning Approach for SAR Tomographic Imaging of Forested Areas. CoRR (2023)
Zoé Berenger, Loïc Denis, Florence Tupin, Laurent Ferro-Famil
Applying Deep Learning to P-Band SAR Tomographic Imaging in Preparation for the Future Biomass Mission. IGARSS (2023)
Inès Meraoumia, Emanuele Dalsasso, Loïc Denis, Rémy Abergel, Florence Tupin
Multitemporal Speckle Reduction With Self-Supervised Deep Neural Networks. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Zoé Berenger, Loïc Denis, Florence Tupin, Laurent Ferro-Famil, Yue Huang
A Deep-Learning Approach for SAR Tomographic Imaging of Forested Areas. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Weiying Zhao, Charles-Alban Deledalle, Loïc Denis, Henri Maître, Jean-Marie Nicolas, Florence Tupin
Multitemporal SAR images change detection and visualization using RABASAR and simplified GLR. CoRR (2023)
Inès Meraoumia, Emanuele Dalsasso, Loïc Denis, Rémy Abergel, Florence Tupin
Multi-temporal speckle reduction with self-supervised deep neural networks. CoRR (2022)
Inès Meraoumia, Emanuele Dalsasso, Loïc Denis, Florence Tupin
Fast Strategies for Multi-Temporal Speckle Reduction of Sentinel-1 GRD Images. IGARSS (2022)
Dylan Brault, Loïc Denis, Sophie Dixneuf, Thomas Olivier, Nicolas Faure, Corinne Fournier
Fast and robust pattern detection: Application to spherical bead location in holographic microscopy. EUSIPCO (2022)
Inès Meraoumia, Emanuele Dalsasso, Loïc Denis, Florence Tupin
Fast strategies for multi-temporal speckle reduction of Sentinel-1 GRD images. CoRR (2022)
Nicolas Gasnier, Loïc Denis, Roger Fjørtoft, Frédéric Liège, Florence Tupin
Lake Detection with Sentinel-1 Data using a Grab-Cut Method and its Multi-Temporal Extension. IGARSS (2022)
Nicolas Gasnier, Loïc Denis, Florence Tupin
On the Use and Denoising of the Temporal Geometric Mean for SAR Time Series. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Charles-Alban Deledalle, Loïc Denis, Florence Tupin
Speckle Reduction in Matrix-Log Domain for Synthetic Aperture Radar Imaging. J. Math. Imaging Vis. 64 (3) (2022)
Emanuele Dalsasso, Loïc Denis, Florence Tupin
As If by Magic: Self-Supervised Training of Deep Despeckling Networks With MERLIN. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Nicolas Gasnier, Loïc Denis, Roger Fjørtoft, Frédéric Liège, Florence Tupin
Narrow River Extraction From SAR Images Using Exogenous Information. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Emanuele Dalsasso, Loïc Denis, Florence Tupin
As if by magic: self-supervised training of deep despeckling networks with MERLIN. CoRR (2021)
Nicolas Gasnier, Emanuele Dalsasso, Loïc Denis, Florence Tupin
Despeckling Sentinel-1 GRD Images by Deep-Learning and Application to Narrow River Segmentation. IGARSS (2021)
Nicolas Gasnier, Emanuele Dalsasso, Loïc Denis, Florence Tupin
Despeckling Sentinel-1 GRD images by deep learning and application to narrow river segmentation. CoRR (2021)
Emanuele Dalsasso, Inès Meraoumia, Loïc Denis, Florence Tupin
Exploiting multi-temporal information for improved speckle reduction of Sentinel-1 SAR images by deep learning. CoRR (2021)
Emanuele Dalsasso, Inès Meraoumia, Loïc Denis, Florence Tupin
Exploiting Multi-Temporal Information for Improved Speckle Reduction of Sentinel-1 SAR Images by Deep Learning. IGARSS (2021)
Loïc Denis, Emanuele Dalsasso, Florence Tupin
A Review of Deep-Learning Techniques for SAR Image Restoration. IGARSS (2021)
Clément Rambour, Loïc Denis, Florence Tupin, Hélène Oriot, Yue Huang, Laurent Ferro-Famil
Urban Surface Reconstruction in SAR Tomography by Graph-Cuts. CoRR (2021)
Emanuele Dalsasso, Loïc Denis, Florence Tupin
SAR2SAR: A Semi-Supervised Despeckling Algorithm for SAR Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Alessandra Budillon, Loïc Denis, Clément Rambour, Gilda Schirinzi, Florence Tupin
Regularized SAR Tomography Approaches. IGARSS (2020)
Emanuele Dalsasso, Xiangli Yang, Loïc Denis, Florence Tupin, Wen Yang
SAR Image Despeckling by Deep Neural Networks: from a Pre-Trained Model to an End-to-End Training Strategy. Remote. Sens. 12 (16) (2020)
Olivier Flasseur, Loïc Denis, Éric Thiébaut, Maud Langlois
Finding Meaningful Detections: False Discovery Rate Control in Correlated Detection Maps. EUSIPCO (2020)
Emanuele Dalsasso, Xiangli Yang, Loïc Denis, Florence Tupin, Wen Yang
SAR Image Despeckling by Deep Neural Networks: from a pre-trained model to an end-to-end training strategy. CoRR (2020)
Samuel Thé, Éric Thiébaut, Loïc Denis, Ferréol Soulez
Exploiting the scaling indetermination of bi-linear models in inverse problems. EUSIPCO (2020)
Emanuele Dalsasso, Loïc Denis, Florence Tupin
SAR2SAR: a self-supervised despeckling algorithm for SAR images. CoRR (2020)
Xiangli Yang, Loïc Denis, Florence Tupin, Wen Yang
SAR Image Despeckling Using Pre-trained Convolutional Neural Network Models. JURSE (2019)
Charles-Alban Deledalle, Loïc Denis, Laurent Ferro-Famil, Jean-Marie Nicolas, Florence Tupin
Multi-Temporal Speckle Reduction of Polarimetric SAR Images: a Ratio-Based Approach. IGARSS (2019)
Loïc Denis, Charles-Alban Deledalle, Florence Tupin
From Patches to Deep Learning: Combining Self-Similarity and Neural Networks for Sar Image Despeckling. IGARSS (2019)
Florence Tupin, Loïc Denis, Charles-Alban Deledalle, Giampaolo Ferraioli
Ten Years of Patch-Based Approaches for Sar Imaging: A Review. IGARSS (2019)
Olivier Flasseur, Loïc Denis, Éric Thiébaut, Thomas Olivier, Corinne Fournier
ExPACO: detection of an extended pattern under nonstationary correlated noise by patch covariance modeling. EUSIPCO (2019)
Sylvain Lobry, Loïc Denis, Brent Williams, Roger Fjørtoft, Florence Tupin
Water Detection in SWOT HR Images Based on Multiple Markov Random Fields. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (11) (2019)
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)
Clément Rambour, Loïc Denis, Florence Tupin, Hélène Oriot
Urban surface recovery through graph-cuts over SAR tomographic reconstruction. JURSE (2019)
Shibin Parameswaran, Charles-Alban Deledalle, Loïc Denis, Truong Q. Nguyen
Accelerating GMM-Based Patch Priors for Image Restoration: Three Ingredients for a 100× Speed-Up. IEEE Trans. Image Process. 28 (2) (2019)
Clément Rambour, Loïc Denis, Florence Tupin, Hélène M. Oriot
Introducing Spatial Regularization in SAR Tomography Reconstruction. IEEE Trans. Geosci. Remote. Sens. 57 (11) (2019)
Weiying Zhao, Charles-Alban Deledalle, Loïc Denis, Henri Maître, Jean-Marie Nicolas, Florence Tupin
Ratio-Based Multitemporal SAR Images Denoising: RABASAR. IEEE Trans. Geosci. Remote. Sens. 57 (6) (2019)
Clément Rambour, Loïc Denis, Florence Tupin, Hélène Oriot, Yue Huang, Laurent Ferro-Famil
Urban surface reconstruction in SAR tomography by graph-cuts. Comput. Vis. Image Underst. 188 (2019)
Giampaolo Ferraioli, Loïc Denis, Charles-Alban Deledalle, Florence Tupin
The Exploitation of the Non Local Paradigm for SAR 3d Reconstruction. IGARSS (2019)
Rémy Abergel, Loïc Denis, Saïd Ladjal, Florence Tupin
Subpixellic Methods for Sidelobes Suppression and Strong Targets Extraction in Single Look Complex SAR Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (3) (2018)
Giampaolo Ferraioli, Charles-Alban Deledalle, Loïc Denis, Florence Tupin
Parisar: Patch-Based Estimation and Regularized Inversion for Multibaseline SAR Interferometry. IEEE Trans. Geosci. Remote. Sens. 56 (3) (2018)
Olivier Flasseur, Loïc Denis, Éric Thiébaut, Maud Langlois
An Unsupervised Patch-Based Approach for Exoplanet Detection by Direct Imaging. ICIP (2018)
Charles-Alban Deledalle, Loïc Denis, Florence Tupin
MuLoG: A Generic Variance-Stabilization Approach for Speckle Reduction in SAR Interferometry and SAR Polarimetry. IGARSS (2018)
Weiying Zhao, Charles-Alban Deledalle, Loïc Denis, Henri Maître, Jean-Marie Nicolas, Florence Tupin
RABASAR: A Fast Ratio Based Multi-Temporal SAR Despeckling. IGARSS (2018)
Clement Rambour, Loïc Denis, Florence Tupin, Jean-Marie Nicolas, Hélène Oriot
SAR Tomography of Urban Areas: 3D Regularized Inversion in the Scene Geometry. IGARSS (2018)
Olivier Flasseur, Loïc Denis, Corinne Fournier, Éric Thiébaut
Robust object characterization from lensless microscopy videos. EUSIPCO (2017)
Charles-Alban Deledalle, Loïc Denis, Sonia Tabti, Florence Tupin
MuLoG, or How to Apply Gaussian Denoisers to Multi-Channel SAR Speckle Reduction? IEEE Trans. Image Process. 26 (9) (2017)
Clement Rambour, Loïc Denis, Florence Tupin, Jean-Marie Nicolas, Hélène Oriot, Laurent Ferro-Famil, Charles-Alban Deledalle
Similarity criterion for SAR tomography over dense urban area. IGARSS (2017)
Shibin Parameswaran, Charles-Alban Deledalle, Loïc Denis, Truong Q. Nguyen
Accelerating GMM-based patch priors for image restoration: Three ingredients for a 100× speed-up. CoRR (2017)
Sylvain Lobry, Loïc Denis, Florence Tupin, Roger Fjørtoft
Double MRF for water classification in SAR images by joint detection and reflectivity estimation. IGARSS (2017)
Sylvain Lobry, Florence Tupin, Loïc Denis
A decomposition model for scatterers change detection in multi-temporal series of SAR images. IGARSS (2016)
Loïc Denis, André Ferrari, David Mary, Laurent M. Mugnier, Éric Thiébaut
Fast and robust detection of a known pattern in an image. EUSIPCO (2016)
Sylvain Lobry, Loïc Denis, Florence Tupin
Multitemporal SAR Image Decomposition into Strong Scatterers, Background, and Speckle. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (8) (2016)
Sylvain Lobry, Loïc Denis, Florence Tupin
Sparse + smooth decomposition models for multi-temporal SAR images. MultiTemp (2015)
Rahul Mourya, Loïc Denis, Jean-Marie Becker, Éric Thiébaut
Augmented Lagrangian without alternating directions: Practical algorithms for inverse problems in imaging. ICIP (2015)
Charles-Alban Deledalle, Loïc Denis, Florence Tupin, Andreas Reigber, Marc Jäger
NL-SAR: A Unified Nonlocal Framework for Resolution-Preserving (Pol)(In)SAR Denoising. IEEE Trans. Geosci. Remote. Sens. 53 (4) (2015)
Rahul Mourya, Loïc Denis, Jean-Marie Becker, Éric Thiébaut
A blind deblurring and image decomposition approach for astronomical image restoration. EUSIPCO (2015)
Charles-Alban Deledalle, Loïc Denis, Giampaolo Ferraioli, Florence Tupin
Combining patch-based estimation and total variation regularization for 3D InSAR reconstruction. IGARSS (2015)
Fabien Momey, Loïc Denis, Catherine Burnier, Éric Thiébaut, Jean-Marie Becker, Laurent Desbat
Spline Driven: High Accuracy Projectors for Tomographic Reconstruction From Few Projections. IEEE Trans. Image Process. 24 (12) (2015)
Françoise Peyrin, Alina Toma, Bruno Sixou, Loïc Denis, Andrew Burghardt, Jean-Baptiste Pialat
Semi-blind joint super-resolution/segmentation of 3D trabecular bone images by a TV box approach. EUSIPCO (2015)
Loïc Denis, Éric Thiébaut, Ferréol Soulez, Jean-Marie Becker, Rahul Mourya
Fast Approximations of Shift-Variant Blur. Int. J. Comput. Vis. 115 (3) (2015)
Sonia Tabti, Charles-Alban Deledalle, Loïc Denis, Florence Tupin
Patch-based SAR image classification: The potential of modeling the statistical distribution of patches with Gaussian mixtures. IGARSS (2015)
Charles-Alban Deledalle, Loïc Denis, Giovanni Poggi, Florence Tupin, Luisa Verdoliva
Exploiting Patch Similarity for SAR Image Processing: The nonlocal paradigm. IEEE Signal Process. Mag. 31 (4) (2014)
Sonia Tabti, Charles-Alban Deledalle, Loïc Denis, Florence Tupin
Modeling the distribution of patches with shift-invariance: Application to SAR image restoration. ICIP (2014)
Alina Toma, Bruno Sixou, Loïc Denis, Jean-Baptiste Pialat, Françoise Peyrin
Higher order total variation super-resolution from a single trabecular bone image. ISBI (2014)
Sonia Tabti, Charles-Alban Deledalle, Loïc Denis, Florence Tupin
Building invariance properties for dictionaries of SAR image patches. IGARSS (2014)
Alina Toma, Loïc Denis, Bruno Sixou, Jean-Baptiste Pialat, Françoise Peyrin
Total variation super-resolution for 3D trabecular bone micro-structure segmentation. EUSIPCO (2014)
Charles-Alban Deledalle, Loïc Denis, Florence Tupin
Template matching with noisy patches: A contrast-invariant GLR test. EUSIPCO (2013)
Mozhdeh Seifi, Loïc Denis, Corinne Fournier
Fast diffraction-pattern matching for object detection and recognition in digital holograms. EUSIPCO (2013)
Viet-Dung Tran, Maxime Moreaud, Éric Thiébaut, Loïc Denis, Jean-Marie Becker
Robust registration of electron tomography projections without fiducial markers. Computational Imaging (2013)
Ferréol Soulez, Loïc Denis, Yves Tourneur, Éric Thiébaut
Blind deconvolution of 3D data in wide field fluorescence microscopy. ISBI (2012)
Éric Thiébaut, Ferréol Soulez, Loïc Denis
Exploiting spatial sparsity for multi-wavelength imaging in optical interferometry CoRR (2012)
Charles-Alban Deledalle, Loïc Denis, Florence Tupin
How to Compare Noisy Patches? Patch Similarity Beyond Gaussian Noise. Int. J. Comput. Vis. 99 (1) (2012)
Charles-Alban Deledalle, Florence Tupin, Loïc Denis
Patch similarity under non Gaussian noise. ICIP (2011)
Loïc Denis, Éric Thiébaut, Ferréol Soulez
Fast model of space-variant blurring and its application to deconvolution in astronomy. ICIP (2011)
Charles-Alban Deledalle, Loïc Denis, Florence Tupin
NL-InSAR: Nonlocal Interferogram Estimation. IEEE Trans. Geosci. Remote. Sens. 49 (4) (2011)
Fang Cao, Charles-Alban Deledalle, Jean-Marie Nicolas, Florence Tupin, Loïc Denis, Laurent Ferro-Famil, Eric Pottier, Carlos López-Martínez
Influence of speckle filtering of Polarimetric SAR data on different classification methods. IGARSS (2011)
Charles-Alban Deledalle, Florence Tupin, Loïc Denis
Polarimetric SAR estimation based on non-local means. IGARSS (2010)
Charles-Alban Deledalle, Florence Tupin, Loïc Denis
Poisson NL means: Unsupervised non local means for Poisson noise. ICIP (2010)
Charles-Alban Deledalle, Florence Tupin, Loïc Denis
A non-local approach for SAR and interferometric SAR denoising. IGARSS (2010)
Charles-Alban Deledalle, Jean-Marie Nicolas, Florence Tupin, Loïc Denis, Renaud Fallourd, Emmanuel Trouvé
Glaciermonitoring: Correlation versus texture tracking. IGARSS (2010)
Loïc Denis, Florence Tupin, Xavier Rondeau
Exact discrete minimization for TV+L0 image decomposition models. ICIP (2010)
Loïc Denis, Florence Tupin, Jérôme Darbon, Marc Sigelle
SAR Image Regularization With Fast Approximate Discrete Minimization. IEEE Trans. Image Process. 18 (7) (2009)
Loïc Denis, Florence Tupin, Jérôme Darbon, Marc Sigelle
Joint Regularization of Phase and Amplitude of InSAR Data: Application to 3-D Reconstruction. IEEE Trans. Geosci. Remote. Sens. 47 (11) (2009)
Charles-Alban Deledalle, Loïc Denis, Florence Tupin
Iterative Weighted Maximum Likelihood Denoising With Probabilistic Patch-Based Weights. IEEE Trans. Image Process. 18 (12) (2009)
Loïc Denis, Florence Tupin, Jérôme Darbon, Marc Sigelle
A Regularization Approach for InSAR and Optical Data Fusion. IGARSS (2) (2008)
Loïc Denis, Florence Tupin, Jérôme Darbon, Marc Sigelle
Joint Filtering of SAR Interferometric and Amplitude Data in Urban Areas by TV Minimization. IGARSS (5) (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Loïc Denis