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

IEEE transactions on image processing, 2017-09, Vol.26 (9), p.4389-4403

2017

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SAR2SAR: A Semi-Supervised Despeckling Algorithm for SAR Images

IEEE journal of selected topics in applied earth observations and remote sensing, 2021, Vol.14, p.4321-4329

2021

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

IEEE transactions on geoscience and remote sensing, 2015-04, Vol.53 (4), p.2021-2038

2015

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Comments on "PolMERLIN: Self-Supervised Polarimetric Complex SAR Image Despeckling With Masked Networks"

IEEE geoscience and remote sensing letters, 2024, Vol.21, p.1-2

Denis, Loic

2024

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

IEEE transactions on geoscience and remote sensing, 2022, Vol.60, p.1-13

2022

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Fast and accurate 3D object recognition directly from digital holograms

Journal of the Optical Society of America. A, Optics, image science, and vision, 2013-11, Vol.30 (11), p.2216

2013

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NL-InSAR: Nonlocal Interferogram Estimation

IEEE transactions on geoscience and remote sensing, 2011-04, Vol.49 (4), p.1441-1452

2011

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Ratio-Based Multitemporal SAR Images Denoising: RABASAR

IEEE transactions on geoscience and remote sensing, 2019-06, Vol.57 (6), p.3552-3565

2019

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Exoplanet detection in angular differential imaging by statistical learning of the nonstationary patch covariances: The PACO algorithm

Astronomy and astrophysics (Berlin), 2018-10, Vol.618, p.A138

2018

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From Fienup’s phase retrieval techniques to regularized inversion for in-line holography: tutorial

Journal of the Optical Society of America. A, Optics, image science, and vision, 2019-12, Vol.36 (12), p.D62

2019

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How to Compare Noisy Patches? Patch Similarity Beyond Gaussian Noise

International journal of computer vision, 2012-08, Vol.99 (1), p.86-102

2012

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Automatic numerical focus plane estimation in digital holographic microscopy using calibration beads

Applied optics (2004), 2022-02, Vol.61 (5), p.B345

2022

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

Remote sensing (Basel, Switzerland), 2020-08, Vol.12 (16), p.2636

2020

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Iterative Weighted Maximum Likelihood Denoising With Probabilistic Patch-Based Weights

IEEE transactions on image processing, 2009-12, Vol.18 (12), p.2661-2672

2009

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REXPACO: An algorithm for high contrast reconstruction of the circumstellar environment by angular differential imaging

Astronomy and astrophysics (Berlin), 2021-07, Vol.651, p.A62

2021

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PACO ASDI: an algorithm for exoplanet detection and characterization in direct imaging with integral field spectrographs

Astronomy and astrophysics (Berlin), 2020-05, Vol.637, p.A9

2020

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

IEEE geoscience and remote sensing letters, 2022-01, Vol.19, p.1-5

2022

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Reconstruction of in-line holograms: combining model-based and regularized inversion

Optics express, 2019-05, Vol.27 (10), p.14951-14968

2019

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

IEEE transactions on geoscience and remote sensing, 2023-01, Vol.61, p.1-1

2023

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Introducing Spatial Regularization in SAR Tomography Reconstruction

IEEE transactions on geoscience and remote sensing, 2019-11, Vol.57 (11), p.8600-8617

2019

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PIC: a data reduction algorithm for integral field spectrographs: Application to the SPHERE instrument

Astronomy and astrophysics (Berlin), 2020-03, Vol.635, p.A90

2020

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

IEEE transactions on image processing, 2019-02, Vol.28 (2), p.687-698

2019

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Robustness to Spatially Correlated Speckle in Plug-and-Play PolSAR Despeckling

IEEE transactions on geoscience and remote sensing, 2024-01, Vol.62, p.1-19

2024

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Robustness to bad frames in angular differential imaging: a local weighting approach

Astronomy and astrophysics (Berlin), 2020-02, Vol.634, p.A2

2020

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Regularized reconstruction of absorbing and phase objects from a single in-line hologram, application to fluid mechanics and micro-biology

Optics express, 2018-04, Vol.26 (7), p.8923-8940

2018

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

SAR2SAR: A Semi-Supervised Despeckling Algorithm for SAR Images

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

Comments on "PolMERLIN: Self-Supervised Polarimetric Complex SAR Image Despeckling With Masked Networks"

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

Fast and accurate 3D object recognition directly from digital holograms

NL-InSAR: Nonlocal Interferogram Estimation

Ratio-Based Multitemporal SAR Images Denoising: RABASAR

Exoplanet detection in angular differential imaging by statistical learning of the nonstationary patch covariances: The PACO algorithm

From Fienup’s phase retrieval techniques to regularized inversion for in-line holography: tutorial

How to Compare Noisy Patches? Patch Similarity Beyond Gaussian Noise

Automatic numerical focus plane estimation in digital holographic microscopy using calibration beads

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

Iterative Weighted Maximum Likelihood Denoising With Probabilistic Patch-Based Weights

REXPACO: An algorithm for high contrast reconstruction of the circumstellar environment by angular differential imaging

PACO ASDI: an algorithm for exoplanet detection and characterization in direct imaging with integral field spectrographs

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

Reconstruction of in-line holograms: combining model-based and regularized inversion

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

Introducing Spatial Regularization in SAR Tomography Reconstruction

PIC: a data reduction algorithm for integral field spectrographs: Application to the SPHERE instrument

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

Robustness to Spatially Correlated Speckle in Plug-and-Play PolSAR Despeckling

Robustness to bad frames in angular differential imaging: a local weighting approach

Regularized reconstruction of absorbing and phase objects from a single in-line hologram, application to fluid mechanics and micro-biology

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