| 2022 | ICIP | U-Deepdig: Scalable Deep Decision Boundary Instance Generation. | Jane Berk, Martin Jaszewski, Charles-Alban Deledalle, Shibin Parameswaran |
| 2019 | IGARSS | Ten Years of Patch-Based Approaches for Sar Imaging: A Review. | Florence Tupin, Loc Denis, Charles-Alban Deledalle, Giampaolo Ferraioli |
| 2019 | IGARSS | Resolution-Preserving Speckle Reduction of SAR Images: The Benefits of Speckle Decorrelation and Targets Extraction. | Rmy Abergel, Loc Denis, Florence Tupin, Sad Ladjal, Charles-Alban Deledalle, Andrs Almansa |
| 2019 | IGARSS | Multi-Temporal Speckle Reduction of Polarimetric SAR Images: a Ratio-Based Approach. | Charles-Alban Deledalle, Loc Denis, Laurent Ferro-Famil, Jean-Marie Nicolas, Florence Tupin |
| 2019 | IGARSS | From Patches to Deep Learning: Combining Self-Similarity and Neural Networks for Sar Image Despeckling. | Loc Denis, Charles-Alban Deledalle, Florence Tupin |
| 2019 | IGARSS | The Exploitation of the Non Local Paradigm for SAR 3d Reconstruction. | Giampaolo Ferraioli, Loc Denis, Charles-Alban Deledalle, Florence Tupin |
| 2018 | IGARSS | RABASAR: A Fast Ratio Based Multi-Temporal SAR Despeckling. | Weiying Zhao, Charles-Alban Deledalle, Loc Denis, Henri Matre, Jean-Marie Nicolas, Florence Tupin |
| 2018 | IGARSS | MuLoG: A Generic Variance-Stabilization Approach for Speckle Reduction in SAR Interferometry and SAR Polarimetry. | Charles-Alban Deledalle, Loc Denis, Florence Tupin |
| 2017 | CVPR | Fast External Denoising Using Pre-Learned Transformations. | Shibin Parameswaran, Enming Luo, Charles-Alban Deledalle, Truong Q. Nguyen |
| 2017 | IGARSS | Similarity criterion for SAR tomography over dense urban area. | Clment Rambour, Loc Denis, Florence Tupin, Jean-Marie Nicolas, Hlne Oriot, Laurent Ferro-Famil, Charles-Alban Deledalle |
| 2016 | MICCAI | Sparse-Based Morphometry: Principle and Application to Alzheimer's Disease. | Pierrick Coup, Charles-Alban Deledalle, Charles Dossal, Michle Allard |
| 2015 | IGARSS | Patch-based SAR image classification: The potential of modeling the statistical distribution of patches with Gaussian mixtures. | Sonia Tabti, Charles-Alban Deledalle, Loc Denis, Florence Tupin |
| 2015 | IGARSS | Combining patch-based estimation and total variation regularization for 3D InSAR reconstruction. | Charles-Alban Deledalle, Loc Denis, Giampaolo Ferraioli, Florence Tupin |
| 2014 | ICIP | Super-resolution from a low- and partial high-resolution image pair. | Moncef Hidane, Jean-Franois Aujol, Yannick Berthoumieu, Charles-Alban Deledalle |
| 2014 | ICIP | Denoising based on non local means for ultrasound images with simultaneous multiple noise distributions. | Denis H. P. Salvadeo, Isabelle Bloch, Florence Tupin, Nelson D. A. Mascarenhas, Alexandre L. M. Levada, Charles-Alban Deledalle, Sonia Dahdouh |
| 2014 | ICIP | Adaptive regularization of the NL-means for video denoising. | Camille Sutour, Jean-Franois Aujol, Charles-Alban Deledalle, Jean-Philippe Domenger |
| 2014 | ICIP | Modeling the distribution of patches with shift-invariance: Application to SAR image restoration. | Sonia Tabti, Charles-Alban Deledalle, Loc Denis, Florence Tupin |
| 2014 | IGARSS | Change detection and classification of multi-temporal SAR series based on generalized likelihood ratio comparing-and-recognizing. | Xin Su, Charles-Alban Deledalle, Florence Tupin, Hong Sun |
| 2014 | IGARSS | Building invariance properties for dictionaries of SAR image patches. | Sonia Tabti, Charles-Alban Deledalle, Loc Denis, Florence Tupin |
| 2013 | IGARSS | SAR image change detection by likelihood ratio test in multi-temporal time series. | Xin Su, Charles-Alban Deledalle, Florence Tupin, Hong Sun |
| 2012 | ICASSP | Poisson noise reduction with non-local PCA. | Joseph Salmon, Charles-Alban Deledalle, Rebecca Willett, Zachary T. Harmany |
| 2012 | ICIP | Unbiased risk estimation for sparse analysis regularization. | Charles-Alban Deledalle, Samuel Vaiter, Gabriel Peyr, Jalal Fadili, Charles Dossal |
| 2012 | IGARSS | How to combine TerraSAR-X and Cosmo-SkyMed high-resolution images for a better scene understanding? | Hlne Sportouche, Florence Tupin, Jean-Marie Nicolas, Talita Perciano, Charles-Alban Deledalle |
| 2012 | IGARSS | Two steps multi-temporal Non-Local Means for SAR images. | Xin Su, Charles-Alban Deledalle, Florence Tupin, Hong Sun |
| 2011 | BMVC | Image denoising with patch based PCA: local versus global. | Charles-Alban Deledalle, Joseph Salmon, Arnak S. Dalalyan |
| 2011 | ICIP | Patch similarity under non Gaussian noise. | Charles-Alban Deledalle, Florence Tupin, Loc Denis |
| 2011 | IGARSS | Influence of speckle filtering of Polarimetric SAR data on different classification methods. | Fang Cao, Charles-Alban Deledalle, Jean-Marie Nicolas, Florence Tupin, Loc Denis, Laurent Ferro-Famil, Eric Pottier, Carlos Lpez-Martnez |
| 2010 | ICIP | Poisson NL means: Unsupervised non local means for Poisson noise. | Charles-Alban Deledalle, Florence Tupin, Loc Denis |
| 2010 | IGARSS | Glaciermonitoring: Correlation versus texture tracking. | Charles-Alban Deledalle, Jean-Marie Nicolas, Florence Tupin, Loc Denis, Renaud Fallourd, Emmanuel Trouv |
| 2010 | IGARSS | A non-local approach for SAR and interferometric SAR denoising. | Charles-Alban Deledalle, Florence Tupin, Loc Denis |
| 2010 | IGARSS | Polarimetric SAR estimation based on non-local means. | Charles-Alban Deledalle, Florence Tupin, Loc Denis |