Loïc Denis

CoRR, 2023

Applying Deep Learning to P-Band SAR Tomographic Imaging in Preparation for the Future Biomass Mission.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

As If by Magic: Self-Supervised Training of Deep Despeckling Networks With MERLIN.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

On the Use and Denoising of the Temporal Geometric Mean for SAR Time Series.

[BibT_eX]

[DOI]

Nicolas Gasnier

IEEE Geosci. Remote. Sens. Lett., 2022

Speckle Reduction in Matrix-Log Domain for Synthetic Aperture Radar Imaging.

[BibT_eX]

[DOI]

J. Math. Imaging Vis., 2022

Multi-temporal speckle reduction with self-supervised deep neural networks.

[BibT_eX]

[DOI]

CoRR, 2022

Fast Strategies for Multi-Temporal Speckle Reduction of Sentinel-1 GRD Images.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Lake Detection with Sentinel-1 Data using a Grab-Cut Method and its Multi-Temporal Extension.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Fast and robust pattern detection: Application to spherical bead location in holographic microscopy.

[BibT_eX]

[DOI]

Proceedings of the 30th European Signal Processing Conference, 2022

2021

Narrow River Extraction From SAR Images Using Exogenous Information.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

SAR2SAR: A Semi-Supervised Despeckling Algorithm for SAR Images.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Despeckling Sentinel-1 GRD Images by Deep-Learning and Application to Narrow River Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

A Review of Deep-Learning Techniques for SAR Image Restoration.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Exploiting Multi-Temporal Information for Improved Speckle Reduction of Sentinel-1 SAR Images by Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

SAR Image Despeckling by Deep Neural Networks: from a Pre-Trained Model to an End-to-End Training Strategy.

[BibT_eX]

[DOI]

Remote. Sens., 2020

SAR2SAR: a self-supervised despeckling algorithm for SAR images.

[BibT_eX]

[DOI]

CoRR, 2020

Regularized SAR Tomography Approaches.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Exploiting the scaling indetermination of bi-linear models in inverse problems.

[BibT_eX]

[DOI]

Proceedings of the 28th European Signal Processing Conference, 2020

Finding Meaningful Detections: False Discovery Rate Control in Correlated Detection Maps.

[BibT_eX]

[DOI]

Proceedings of the 28th European Signal Processing Conference, 2020

2019

Accelerating GMM-Based Patch Priors for Image Restoration: Three Ingredients for a 100× Speed-Up.

[BibT_eX]

[DOI]

Shibin Parameswaran

Truong Q. Nguyen

IEEE Trans. Image Process., 2019

Ratio-Based Multitemporal SAR Images Denoising: RABASAR.

[BibT_eX]

[DOI]

Weiying Zhao

IEEE Trans. Geosci. Remote. Sens., 2019

Introducing Spatial Regularization in SAR Tomography Reconstruction.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2019

Water Detection in SWOT HR Images Based on Multiple Markov Random Fields.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Urban surface reconstruction in SAR tomography by graph-cuts.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2019

SAR Image Despeckling Using Pre-trained Convolutional Neural Network Models.

[BibT_eX]

[DOI]

Proceedings of the Joint Urban Remote Sensing Event, 2019

Urban surface recovery through graph-cuts over SAR tomographic reconstruction.

[BibT_eX]

[DOI]

Proceedings of the Joint Urban Remote Sensing Event, 2019

Ten Years of Patch-Based Approaches for Sar Imaging: A Review.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

The Exploitation of the Non Local Paradigm for SAR 3d Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

From Patches to Deep Learning: Combining Self-Similarity and Neural Networks for Sar Image Despeckling.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Multi-Temporal Speckle Reduction of Polarimetric SAR Images: a Ratio-Based Approach.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Resolution-Preserving Speckle Reduction of SAR Images: The Benefits of Speckle Decorrelation and Targets Extraction.

[BibT_eX]

[DOI]

Andrés Almansa

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

ExPACO: detection of an extended pattern under nonstationary correlated noise by patch covariance modeling.

[BibT_eX]

[DOI]

Proceedings of the 27th European Signal Processing Conference, 2019

2018

Parisar: Patch-Based Estimation and Regularized Inversion for Multibaseline SAR Interferometry.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2018

Subpixellic Methods for Sidelobes Suppression and Strong Targets Extraction in Single Look Complex SAR Images.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

RABASAR: A Fast Ratio Based Multi-Temporal SAR Despeckling.

[BibT_eX]

[DOI]

Weiying Zhao

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

SAR Tomography of Urban Areas: 3D Regularized Inversion in the Scene Geometry.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

MuLoG: A Generic Variance-Stabilization Approach for Speckle Reduction in SAR Interferometry and SAR Polarimetry.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

An Unsupervised Patch-Based Approach for Exoplanet Detection by Direct Imaging.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017

MuLoG, or How to Apply Gaussian Denoisers to Multi-Channel SAR Speckle Reduction?

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

Similarity criterion for SAR tomography over dense urban area.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Double MRF for water classification in SAR images by joint detection and reflectivity estimation.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Robust object characterization from lensless microscopy videos.

[BibT_eX]

[DOI]

Proceedings of the 25th European Signal Processing Conference, 2017

2016

Multitemporal SAR Image Decomposition into Strong Scatterers, Background, and Speckle.

[BibT_eX]

[DOI]

Sylvain Lobry

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

A decomposition model for scatterers change detection in multi-temporal series of SAR images.

[BibT_eX]

[DOI]

Sylvain Lobry

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Fast and robust detection of a known pattern in an image.

[BibT_eX]

[DOI]

Proceedings of the 24th European Signal Processing Conference, 2016

2015

Spline Driven: High Accuracy Projectors for Tomographic Reconstruction From Few Projections.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2015

NL-SAR: A Unified Nonlocal Framework for Resolution-Preserving (Pol)(In)SAR Denoising.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2015

Fast Approximations of Shift-Variant Blur.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2015

Sparse + smooth decomposition models for multi-temporal SAR images.

[BibT_eX]

[DOI]

Sylvain Lobry

Proceedings of the 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2015

Patch-based SAR image classification: The potential of modeling the statistical distribution of patches with Gaussian mixtures.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Combining patch-based estimation and total variation regularization for 3D InSAR reconstruction.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Augmented Lagrangian without alternating directions: Practical algorithms for inverse problems in imaging.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Semi-blind joint super-resolution/segmentation of 3D trabecular bone images by a TV box approach.

[BibT_eX]

[DOI]

Proceedings of the 23rd European Signal Processing Conference, 2015

A blind deblurring and image decomposition approach for astronomical image restoration.

[BibT_eX]

[DOI]

Proceedings of the 23rd European Signal Processing Conference, 2015

2014

Exploiting Patch Similarity for SAR Image Processing: The nonlocal paradigm.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2014

Higher order total variation super-resolution from a single trabecular bone image.

[BibT_eX]

[DOI]

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Building invariance properties for dictionaries of SAR image patches.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Modeling the distribution of patches with shift-invariance: Application to SAR image restoration.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Total variation super-resolution for 3D trabecular bone micro-structure segmentation.

[BibT_eX]

[DOI]

Proceedings of the 22nd European Signal Processing Conference, 2014

2013

Fast diffraction-pattern matching for object detection and recognition in digital holograms.

[BibT_eX]

[DOI]

Mozhdeh Seifi

Corinne Fournier

Proceedings of the 21st European Signal Processing Conference, 2013

Template matching with noisy patches: A contrast-invariant GLR test.

[BibT_eX]

[DOI]

Proceedings of the 21st European Signal Processing Conference, 2013

Robust registration of electron tomography projections without fiducial markers.

[BibT_eX]

[DOI]

Proceedings of the Computational Imaging XI, 2013

2012

How to Compare Noisy Patches? Patch Similarity Beyond Gaussian Noise.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2012

Exploiting spatial sparsity for multi-wavelength imaging in optical interferometry

[BibT_eX]

[DOI]

Éric Thiébaut

Ferréol Soulez

CoRR, 2012

Blind deconvolution of 3D data in wide field fluorescence microscopy.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

2011

NL-InSAR: Nonlocal Interferogram Estimation.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2011

Influence of speckle filtering of Polarimetric SAR data on different classification methods.

[BibT_eX]

[DOI]

Fang Cao

Carlos López-Martínez

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Fast model of space-variant blurring and its application to deconvolution in astronomy.

[BibT_eX]

[DOI]

Éric Thiébaut

Ferréol Soulez

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Patch similarity under non Gaussian noise.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

2010

Polarimetric SAR estimation based on non-local means.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

A non-local approach for SAR and interferometric SAR denoising.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Glaciermonitoring: Correlation versus texture tracking.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Exact discrete minimization for TV+L0 image decomposition models.

[BibT_eX]

[DOI]

Xavier Rondeau

Proceedings of the International Conference on Image Processing, 2010

Poisson NL means: Unsupervised non local means for Poisson noise.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2010

2009

SAR Image Regularization With Fast Approximate Discrete Minimization.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2009

Iterative Weighted Maximum Likelihood Denoising With Probabilistic Patch-Based Weights.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2009

Joint Regularization of Phase and Amplitude of InSAR Data: Application to 3-D Reconstruction.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2009

2008

A Regularization Approach for InSAR and Optical Data Fusion.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Joint Filtering of SAR Interferometric and Amplitude Data in Urban Areas by TV Minimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2006

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

[BibT_eX]

[DOI]