Charles-Alban Deledalle

Orcid: 0000-0002-3139-7106

According to our database1, Charles-Alban Deledalle authored at least 75 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Robustness to Spatially Correlated Speckle in Plug-and-Play PolSAR Despeckling.
IEEE Trans. Geosci. Remote. Sens., 2024

Patch-based adaptive temporal filter and residual evaluation.
CoRR, 2024

A Unified Framework for Hard and Soft Clustering with Regularized Optimal Transport.
Proceedings of the 32nd European Signal Processing Conference, 2024

2023
Multitemporal SAR images change detection and visualization using RABASAR and simplified GLR.
CoRR, 2023

2022
Speckle Reduction in Matrix-Log Domain for Synthetic Aperture Radar Imaging.
J. Math. Imaging Vis., 2022

U-Deepdig: Scalable Deep Decision Boundary Instance Generation.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2021
Block-Based Refitting in ℓ <sub>12</sub> Sparse Regularization.
J. Math. Imaging Vis., 2021

2020
Blind atmospheric turbulence deconvolution.
IET Image Process., 2020

Gradient-Based Deep Quantization of Neural Networks through Sinusoidal Adaptive Regularization.
CoRR, 2020

2019
Accelerating GMM-Based Patch Priors for Image Restoration: Three Ingredients for a 100× Speed-Up.
IEEE Trans. Image Process., 2019

Ratio-Based Multitemporal SAR Images Denoising: RABASAR.
IEEE Trans. Geosci. Remote. Sens., 2019

Machine learning in acoustics: a review.
CoRR, 2019

Refitting Solutions Promoted by ℓ _12 Sparse Analysis Regularizations with Block Penalties.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2019

Ten Years of Patch-Based Approaches for Sar Imaging: A Review.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

The Exploitation of the Non Local Paradigm for SAR 3d Reconstruction.
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.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Multi-Temporal Speckle Reduction of Polarimetric SAR Images: a Ratio-Based Approach.
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.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
Parisar: Patch-Based Estimation and Regularized Inversion for Multibaseline SAR Interferometry.
IEEE Trans. Geosci. Remote. Sens., 2018

Image Denoising with Generalized Gaussian Mixture Model Patch Priors.
SIAM J. Imaging Sci., 2018

Image restoration with generalized Gaussian mixture model patch priors.
CoRR, 2018

Regularised Projection of an Image Domain Triangulation for Disparity Map Refinement.
Proceedings of the 9th International Symposium on Signal, Image, Video and Communications, 2018

RABASAR: A Fast Ratio Based Multi-Temporal SAR Despeckling.
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.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
Texture Reconstruction Guided by a High-Resolution Patch.
IEEE Trans. Image Process., 2017

MuLoG, or How to Apply Gaussian Denoisers to Multi-Channel SAR Speckle Reduction?
IEEE Trans. Image Process., 2017

CLEAR: Covariant LEAst-Square Refitting with Applications to Image Restoration.
SIAM J. Imaging Sci., 2017

Parameter Estimation in Finite Mixture Models by Regularized Optimal Transport: A Unified Framework for Hard and Soft Clustering.
CoRR, 2017

Similarity criterion for SAR tomography over dense urban area.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Luminance-Guided Chrominance Denoising with Debiased Coupled Total Variation.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2017

Fast External Denoising Using Pre-Learned Transformations.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2016
Image Zoom Completion.
IEEE Trans. Image Process., 2016

CLEAR: Covariant LEAst-square Re-fitting with applications to image restoration.
CoRR, 2016

Sparse-Based Morphometry: Principle and Application to Alzheimer's Disease.
Proceedings of the Patch-Based Techniques in Medical Imaging, 2016

Texture synthesis guided by a low-resolution image.
Proceedings of the IEEE 12th Image, Video, and Multidimensional Signal Processing Workshop, 2016

Automatic estimation of the noise level function for adaptive blind denoising.
Proceedings of the 24th European Signal Processing Conference, 2016

2015
NL-SAR: A Unified Nonlocal Framework for Resolution-Preserving (Pol)(In)SAR Denoising.
IEEE Trans. Geosci. Remote. Sens., 2015

Estimation of the Noise Level Function Based on a Nonparametric Detection of Homogeneous Image Regions.
SIAM J. Imaging Sci., 2015

Edge-Based Multi-modal Registration and Application for Night Vision Devices.
J. Math. Imaging Vis., 2015

On Debiasing Restoration Algorithms: Applications to Total-Variation and Nonlocal-Means.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2015

Patch-based SAR image classification: The potential of modeling the statistical distribution of patches with Gaussian mixtures.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Combining patch-based estimation and total variation regularization for 3D InSAR reconstruction.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014
Adaptive Regularization of the NL-Means: Application to Image and Video Denoising.
IEEE Trans. Image Process., 2014

Two-Step Multitemporal Nonlocal Means for Synthetic Aperture Radar Images.
IEEE Trans. Geosci. Remote. Sens., 2014

Exploiting Patch Similarity for SAR Image Processing: The nonlocal paradigm.
IEEE Signal Process. Mag., 2014

Stein Unbiased GrAdient estimator of the Risk (SUGAR) for Multiple Parameter Selection.
SIAM J. Imaging Sci., 2014

Poisson Noise Reduction with Non-local PCA.
J. Math. Imaging Vis., 2014

The Degrees of Freedom of Partly Smooth Regularizers.
CoRR, 2014

Building invariance properties for dictionaries of SAR image patches.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Change detection and classification of multi-temporal SAR series based on generalized likelihood ratio comparing-and-recognizing.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Modeling the distribution of patches with shift-invariance: Application to SAR image restoration.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Adaptive regularization of the NL-means for video denoising.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Denoising based on non local means for ultrasound images with simultaneous multiple noise distributions.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Super-resolution from a low- and partial high-resolution image pair.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
Stable Recovery with Analysis Decomposable Priors
CoRR, 2013

SAR image change detection by likelihood ratio test in multi-temporal time series.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Template matching with noisy patches: A contrast-invariant GLR test.
Proceedings of the 21st European Signal Processing Conference, 2013

2012
Non-local Methods with Shape-Adaptive Patches (NLM-SAP).
J. Math. Imaging Vis., 2012

How to Compare Noisy Patches? Patch Similarity Beyond Gaussian Noise.
Int. J. Comput. Vis., 2012

The degrees of freedom of the Group Lasso for a General Design
CoRR, 2012

Risk estimation for matrix recovery with spectral regularization
CoRR, 2012

Two steps multi-temporal Non-Local Means for SAR images.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

How to combine TerraSAR-X and Cosmo-SkyMed high-resolution images for a better scene understanding?
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Unbiased risk estimation for sparse analysis regularization.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

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).
PhD thesis, 2011

NL-InSAR: Nonlocal Interferogram Estimation.
IEEE Trans. Geosci. Remote. Sens., 2011

Anisotropic Non-Local Means with Spatially Adaptive Patch Shapes.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2011

Influence of speckle filtering of Polarimetric SAR data on different classification methods.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Patch similarity under non Gaussian noise.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Image denoising with patch based PCA: local versus global.
Proceedings of the British Machine Vision Conference, 2011

2010
Polarimetric SAR estimation based on non-local means.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

A non-local approach for SAR and interferometric SAR denoising.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Glaciermonitoring: Correlation versus texture tracking.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Poisson NL means: Unsupervised non local means for Poisson noise.
Proceedings of the International Conference on Image Processing, 2010

2009
Iterative Weighted Maximum Likelihood Denoising With Probabilistic Patch-Based Weights.
IEEE Trans. Image Process., 2009


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