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ORCIDLoïc Denis
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- affiliation: Jean Monnet University Saint-Étienne, Hubert Curien Laboratory
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2020 – today
- 2024
[j28]Loïc Denis
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Comments on "PolMERLIN: Self-Supervised Polarimetric Complex SAR Image Despeckling With Masked Networks". IEEE Geosci. Remote. Sens. Lett. 21: 1-2 (2024)- [j27]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: 1-19 (2024) - [c54]Thomas Bultingaire, Inès Meraoumia, Christophe Kervazo, Loïc Denis, Florence Tupin:
Unsupervised Radiometric Change Detection from Synthetic Aperture Radar Images. EUSIPCO 2024: 2217-2221 - [c53]Olivier Flasseur, Éric Thiébaut, Loïc Denis, Maud Langlois:
Shrinkage MMSE Estimators of Covariances Beyond the Zero-Mean and Stationary Variance Assumptions. EUSIPCO 2024: 2727-2731 - [c52]Victor Gaya, Emanuele Dalsasso, Loïc Denis, Florence Tupin, Béatrice Pinel-Puysségur, Cyrielle Guérin:
Self-Supervised Learning of Multi-Modal Cooperation for SAR Despeckling. IGARSS 2024: 2180-2183 - [i13]Loïc Denis, Emanuele Dalsasso, Florence Tupin:
Just Project! Multi-Channel Despeckling, the Easy Way. CoRR abs/2408.11531 (2024) - 2023
- [j26]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: 1-5 (2023) - [j25]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: 1-14 (2023) - [c51]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: 7758-7760 - [i12]Zoé Berenger, Loïc Denis, Florence Tupin, Laurent Ferro-Famil, Yue Huang:
A Deep Learning Approach for SAR Tomographic Imaging of Forested Areas. CoRR abs/2301.08605 (2023) - [i11]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 abs/2307.07892 (2023) - 2022
- [j24]Charles-Alban Deledalle, Loïc Denis, Florence Tupin:
Speckle Reduction in Matrix-Log Domain for Synthetic Aperture Radar Imaging. J. Math. Imaging Vis. 64(3): 298-320 (2022) - [j23]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: 1-5 (2022) - [j22]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: 1-13 (2022) - [c50]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: 1268-1272 - [c49]Inès Meraoumia, Emanuele Dalsasso, Loïc Denis, Florence Tupin:
Fast Strategies for Multi-Temporal Speckle Reduction of Sentinel-1 GRD Images. IGARSS 2022: 687-690 - [c48]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: 2175-2178 - [i10]Inès Meraoumia, Emanuele Dalsasso, Loïc Denis, Rémy Abergel, Florence Tupin:
Multi-temporal speckle reduction with self-supervised deep neural networks. CoRR abs/2207.11095 (2022) - [i9]Inès Meraoumia, Emanuele Dalsasso, Loïc Denis, Florence Tupin:
Fast strategies for multi-temporal speckle reduction of Sentinel-1 GRD images. CoRR abs/2207.11111 (2022) - 2021
- [j21]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: 4321-4329 (2021) - [j20]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: 5720-5734 (2021) - [c47]Loïc Denis, Emanuele Dalsasso, Florence Tupin:
A Review of Deep-Learning Techniques for SAR Image Restoration. IGARSS 2021: 411-414 - [c46]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: 1081-1084 - [c45]Nicolas Gasnier, Emanuele Dalsasso, Loïc Denis, Florence Tupin:
Despeckling Sentinel-1 GRD Images by Deep-Learning and Application to Narrow River Segmentation. IGARSS 2021: 2995-2998 - [i8]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 abs/2102.00682 (2021) - [i7]Nicolas Gasnier, Emanuele Dalsasso, Loïc Denis, Florence Tupin:
Despeckling Sentinel-1 GRD images by deep learning and application to narrow river segmentation. CoRR abs/2102.00692 (2021) - [i6]Clément Rambour, Loïc Denis, Florence Tupin, Hélène Oriot, Yue Huang, Laurent Ferro-Famil:
Urban Surface Reconstruction in SAR Tomography by Graph-Cuts. CoRR abs/2103.07202 (2021) - [i5]Emanuele Dalsasso, Loïc Denis, Florence Tupin:
As if by magic: self-supervised training of deep despeckling networks with MERLIN. CoRR abs/2110.13148 (2021) - 2020
- [j19]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): 2636 (2020) - [c44]Olivier Flasseur, Loïc Denis, Éric Thiébaut, Maud Langlois:
Finding Meaningful Detections: False Discovery Rate Control in Correlated Detection Maps. EUSIPCO 2020: 1896-1900 - [c43]Samuel Thé, Éric Thiébaut, Loïc Denis, Ferréol Soulez:
Exploiting the scaling indetermination of bi-linear models in inverse problems. EUSIPCO 2020: 2358-2362 - [c42]Alessandra Budillon, Loïc Denis, Clément Rambour, Gilda Schirinzi, Florence Tupin:
Regularized SAR Tomography Approaches. IGARSS 2020: 108-111 - [i4]Emanuele Dalsasso, Loïc Denis, Florence Tupin:
SAR2SAR: a self-supervised despeckling algorithm for SAR images. CoRR abs/2006.15037 (2020) - [i3]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 abs/2006.15559 (2020)
2010 – 2019
- 2019
- [j18]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) - [j17]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): 4315-4326 (2019) - [j16]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): 3552-3565 (2019) - [j15]Clément Rambour, Loïc Denis, Florence Tupin, Hélène M. Oriot:
Introducing Spatial Regularization in SAR Tomography Reconstruction. IEEE Trans. Geosci. Remote. Sens. 57(11): 8600-8617 (2019) - [j14]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): 687-698 (2019) - [c41]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: 1-5 - [c40]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: 608-611 - [c39]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: 899-902 - [c38]Florence Tupin, Loïc Denis, Charles-Alban Deledalle, Giampaolo Ferraioli:
Ten Years of Patch-Based Approaches for Sar Imaging: A Review. IGARSS 2019: 5105-5108 - [c37]Loïc Denis, Charles-Alban Deledalle, Florence Tupin:
From Patches to Deep Learning: Combining Self-Similarity and Neural Networks for Sar Image Despeckling. IGARSS 2019: 5113-5116 - [c36]Giampaolo Ferraioli, Loïc Denis, Charles-Alban Deledalle, Florence Tupin:
The Exploitation of the Non Local Paradigm for SAR 3d Reconstruction. IGARSS 2019: 5193-5196 - [c35]Clément Rambour, Loïc Denis, Florence Tupin, Hélène Oriot:
Urban surface recovery through graph-cuts over SAR tomographic reconstruction. JURSE 2019: 1-4 - [c34]Xiangli Yang, Loïc Denis, Florence Tupin, Wen Yang:
SAR Image Despeckling Using Pre-trained Convolutional Neural Network Models. JURSE 2019: 1-4 - 2018
- [j13]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): 759-776 (2018) - [j12]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): 1626-1636 (2018) - [c33]Olivier Flasseur, Loïc Denis, Éric Thiébaut, Maud Langlois:
An Unsupervised Patch-Based Approach for Exoplanet Detection by Direct Imaging. ICIP 2018: 2735-2739 - [c32]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: 4197-4200 - [c31]Charles-Alban Deledalle, Loïc Denis, Florence Tupin:
MuLoG: A Generic Variance-Stabilization Approach for Speckle Reduction in SAR Interferometry and SAR Polarimetry. IGARSS 2018: 5816-5819 - [c30]Clément Rambour, Loïc Denis, Florence Tupin, Jean-Marie Nicolas, Hélène Oriot:
SAR Tomography of Urban Areas: 3D Regularized Inversion in the Scene Geometry. IGARSS 2018: 6095-6098 - 2017
- [j11]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): 4389-4403 (2017) - [c29]Olivier Flasseur, Loïc Denis, Corinne Fournier, Éric Thiébaut:
Robust object characterization from lensless microscopy videos. EUSIPCO 2017: 1445-1449 - [c28]Clément 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: 1760-1763 - [c27]Sylvain Lobry, Loïc Denis, Florence Tupin, Roger Fjørtoft:
Double MRF for water classification in SAR images by joint detection and reflectivity estimation. IGARSS 2017: 2283-2286 - [i2]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 abs/1710.08124 (2017) - 2016
- [j10]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): 3419-3429 (2016) - [c26]Loïc Denis, André Ferrari, David Mary, Laurent M. Mugnier, Éric Thiébaut:
Fast and robust detection of a known pattern in an image. EUSIPCO 2016: 2206-2210 - [c25]Sylvain Lobry, Florence Tupin, Loïc Denis:
A decomposition model for scatterers change detection in multi-temporal series of SAR images. IGARSS 2016: 3362-3365 - 2015
- [j9]Loïc Denis, Éric Thiébaut, Ferréol Soulez, Jean-Marie Becker, Rahul Mourya:
Fast Approximations of Shift-Variant Blur. Int. J. Comput. Vis. 115(3): 253-278 (2015) - [j8]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): 2021-2038 (2015) - [j7]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): 4715-4725 (2015) - [c24]Rahul Mourya, Loïc Denis, Jean-Marie Becker, Éric Thiébaut:
A blind deblurring and image decomposition approach for astronomical image restoration. EUSIPCO 2015: 1636-1640 - [c23]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: 2811-2815 - [c22]Rahul Mourya, Loïc Denis, Jean-Marie Becker, Éric Thiébaut:
Augmented Lagrangian without alternating directions: Practical algorithms for inverse problems in imaging. ICIP 2015: 1205-1209 - [c21]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: 2374-2377 - [c20]Charles-Alban Deledalle, Loïc Denis, Giampaolo Ferraioli, Florence Tupin:
Combining patch-based estimation and total variation regularization for 3D InSAR reconstruction. IGARSS 2015: 2485-2488 - [c19]Sylvain Lobry, Loïc Denis, Florence Tupin:
Sparse + smooth decomposition models for multi-temporal SAR images. MultiTemp 2015: 1-4 - 2014
- [j6]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): 69-78 (2014) - [c18]Alina Toma, Loïc Denis, Bruno Sixou, Jean-Baptiste Pialat, Françoise Peyrin:
Total variation super-resolution for 3D trabecular bone micro-structure segmentation. EUSIPCO 2014: 2220-2224 - [c17]Sonia Tabti, Charles-Alban Deledalle, Loïc Denis, Florence Tupin:
Modeling the distribution of patches with shift-invariance: Application to SAR image restoration. ICIP 2014: 96-100 - [c16]Sonia Tabti, Charles-Alban Deledalle, Loïc Denis, Florence Tupin:
Building invariance properties for dictionaries of SAR image patches. IGARSS 2014: 4918-4921 - [c15]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: 1152-1155 - 2013
- [c14]Viet-Dung Tran, Maxime Moreaud, Éric Thiébaut, Loïc Denis, Jean-Marie Becker:
Robust registration of electron tomography projections without fiducial markers. Computational Imaging 2013: 86570R - [c13]Charles-Alban Deledalle, Loïc Denis, Florence Tupin:
Template matching with noisy patches: A contrast-invariant GLR test. EUSIPCO 2013: 1-5 - [c12]Mozhdeh Seifi, Loïc Denis, Corinne Fournier:
Fast diffraction-pattern matching for object detection and recognition in digital holograms. EUSIPCO 2013: 1-5 - 2012
- [j5]Charles-Alban Deledalle, Loïc Denis, Florence Tupin:
How to Compare Noisy Patches? Patch Similarity Beyond Gaussian Noise. Int. J. Comput. Vis. 99(1): 86-102 (2012) - [c11]Ferréol Soulez, Loïc Denis, Yves Tourneur, Éric Thiébaut:
Blind deconvolution of 3D data in wide field fluorescence microscopy. ISBI 2012: 1735-1738 - [i1]Éric Thiébaut, Ferréol Soulez, Loïc Denis:
Exploiting spatial sparsity for multi-wavelength imaging in optical interferometry. CoRR abs/1209.2362 (2012) - 2011
- [j4]Charles-Alban Deledalle, Loïc Denis, Florence Tupin:
NL-InSAR: Nonlocal Interferogram Estimation. IEEE Trans. Geosci. Remote. Sens. 49(4): 1441-1452 (2011) - [c10]Charles-Alban Deledalle, Florence Tupin, Loïc Denis:
Patch similarity under non Gaussian noise. ICIP 2011: 1845-1848 - [c9]Loïc Denis, Éric Thiébaut, Ferréol Soulez:
Fast model of space-variant blurring and its application to deconvolution in astronomy. ICIP 2011: 2817-2820 - [c8]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: 1052-1055 - 2010
- [c7]Charles-Alban Deledalle, Florence Tupin, Loïc Denis:
Poisson NL means: Unsupervised non local means for Poisson noise. ICIP 2010: 801-804 - [c6]Loïc Denis, Florence Tupin, Xavier Rondeau:
Exact discrete minimization for TV+L0 image decomposition models. ICIP 2010: 2525-2528 - [c5]Charles-Alban Deledalle, Jean-Marie Nicolas, Florence Tupin, Loïc Denis, Renaud Fallourd, Emmanuel Trouvé:
Glaciermonitoring: Correlation versus texture tracking. IGARSS 2010: 513-516 - [c4]Charles-Alban Deledalle, Florence Tupin, Loïc Denis:
A non-local approach for SAR and interferometric SAR denoising. IGARSS 2010: 714-717 - [c3]Charles-Alban Deledalle, Florence Tupin, Loïc Denis:
Polarimetric SAR estimation based on non-local means. IGARSS 2010: 2515-2518
2000 – 2009
- 2009
- [j3]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): 3774-3785 (2009) - [j2]Loïc Denis, Florence Tupin, Jérôme Darbon, Marc Sigelle:
SAR Image Regularization With Fast Approximate Discrete Minimization. IEEE Trans. Image Process. 18(7): 1588-1600 (2009) - [j1]Charles-Alban Deledalle, Loïc Denis, Florence Tupin:
Iterative Weighted Maximum Likelihood Denoising With Probabilistic Patch-Based Weights. IEEE Trans. Image Process. 18(12): 2661-2672 (2009) - 2008
- [c2]Loïc Denis, Florence Tupin, Jérôme Darbon, Marc Sigelle:
A Regularization Approach for InSAR and Optical Data Fusion. IGARSS (2) 2008: 97-100 - [c1]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: 471-474 - 2006
- [b1]Loïc Denis:
Traitement et analyse quantitative d'hologrammes numériques. (Processing and quantitative analysis of digital holograms). Jean Monnet University, Saint-Étienne, France, 2006
Coauthor Index
[j27] [c54] [c52] [i13] [j26] [j25] [c51] [i12] [i11] [j24] [j23] [j22] [c49] [c48] [i10] [i9] [j21] [j20] [c47] [c46] [c45] [i8] [i7] [i6] [i5] [j19] [c42] [i4] [i3] [j18] [j17] [j16] [j15] [c40] [c39] [c38] [c37] [c36] [c35] [c34] [j13] [j12] [c32] [c31] [c30] [j11] [c28] [c27] [j10] [c25] [j8] [c21] [c20] [c19] [j6] [c17] [c16] [c13] [j5] [j4] [c10] [c8] [c7] [c6] [c5] [c4] [c3] [j3] [j2] [j1] [c2] [c1]
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