| 2024 | IGARSS | Self-Supervised Learning of Multi-Modal Cooperation for SAR Despeckling. | Victor Gaya, Emanuele Dalsasso, Loc Denis, Florence Tupin, Batrice Pinel-Puyssgur, Cyrielle Gurin |
| 2023 | IGARSS | Applying Deep Learning to P-Band SAR Tomographic Imaging in Preparation for the Future Biomass Mission. | Zo Berenger, Loc Denis, Florence Tupin, Laurent Ferro-Famil |
| 2023 | IGARSS | Rooftop Surfaces and Types Identification Using VHR Satellite Images for Electrification Potentiel in Africa. | Ferdaous Chaabane, Safa Rjichi, Florence Tupin |
| 2022 | ICLR | Unrolling PALM for Sparse Semi-Blind Source Separation. | Mohammad Fahes, Christophe Kervazo, Jrme Bobin, Florence Tupin |
| 2022 | IGARSS | Fast Strategies for Multi-Temporal Speckle Reduction of Sentinel-1 GRD Images. | Ins Meraoumia, Emanuele Dalsasso, Loc Denis, Florence Tupin |
| 2022 | IGARSS | Self Attention Deep Graph CNN Classification of Times Series Images for Land Cover Monitoring. | Ferdaous Chaabane, Safa Rjichi, Florence Tupin |
| 2022 | IGARSS | Lake Detection with Sentinel-1 Data using a Grab-Cut Method and its Multi-Temporal Extension. | Nicolas Gasnier, Loc Denis, Roger Fjrtoft, Frdric Lige, Florence Tupin |
| 2021 | ICCV | Multi-View Radar Semantic Segmentation. | Arthur Ouaknine, Alasdair Newson, Patrick Prez, Florence Tupin, Julien Rebut |
| 2021 | IGARSS | Experimental Comparison of Registration Methods for Multisensor Sar-Optical Data. | Batrice Pinel-Puyssgur, Luca Maggiolo, Michel Roux, Nicolas Gasnier, David Solarna, Gabriele Moser, Sebastiano B. Serpico, Florence Tupin |
| 2021 | IGARSS | Self-Attention Generative Adversarial Networks for Times Series VHR Multispectral Image Generation. | Ferdaous Chaabane, Safa Rjichi, Florence Tupin |
| 2021 | IGARSS | Exploiting Multi-Temporal Information for Improved Speckle Reduction of Sentinel-1 SAR Images by Deep Learning. | Emanuele Dalsasso, Ins Meraoumia, Loc Denis, Florence Tupin |
| 2021 | IGARSS | A Review of Deep-Learning Techniques for SAR Image Restoration. | Loc Denis, Emanuele Dalsasso, Florence Tupin |
| 2021 | IGARSS | Despeckling Sentinel-1 GRD Images by Deep-Learning and Application to Narrow River Segmentation. | Nicolas Gasnier, Emanuele Dalsasso, Loc Denis, Florence Tupin |
| 2020 | ICPR | CARRADA Dataset: Camera and Automotive Radar with Range- Angle- Doppler Annotations. | Arthur Ouaknine, Alasdair Newson, Julien Rebut, Florence Tupin, Patrick Prez |
| 2020 | IGARSS | Regularized SAR Tomography Approaches. | Alessandra Budillon, Loc Denis, Clment Rambour, Gilda Schirinzi, Florence Tupin |
| 2020 | IGARSS | Comparison Between Multitemporal Graph Based Classical Learning and LSTM Model Classifications for Sits Analysis. | Ferdaous Chaabane, Safa Rjichi, Florence Tupin |
| 2019 | ICASSP | Anarchic Urban Expansion Detection and Monitoring with Integration of Expert Knowledge. | Ferdaous Chaabane, Safa Rjichi, Chayma Kefi, Haythem Ismail, Florence Tupin |
| 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 | VHR Satellite Image Time Series Analysis for Illegal Building Monitoring Using Multi-Dimensional Histogram Earth Mover's Distance. | Ferdaous Chaabane, Safa Rjichi, Chayma Kefi, Haythem Ismail, Florence Tupin |
| 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 | SAR Tomography of Urban Areas: 3D Regularized Inversion in the Scene Geometry. | Clment Rambour, Loc Denis, Florence Tupin, Jean-Marie Nicolas, Hlne Oriot |
| 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 |
| 2018 | IGARSS | A Line Segment Detector for SAR Images with Controlled False Alarm Rate. | Chenguang Liu, Rmy Abergel, Yann Gousseau, Florence Tupin |
| 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 |
| 2017 | IGARSS | Comparison between pixel and region based sits analysis approaches. | Safa Rejichi, Ferdaous Chaabane, Florence Tupin |
| 2017 | IGARSS | Fusion of SAR and optical remote sensing data - Challenges and recent trends. | Michael Schmitt, Florence Tupin, Xiao Xiang Zhu |
| 2017 | IGARSS | A complex spectrum based SAR image resampling method with restricted target sidelobes and statistics preservation. | Rmy Abergel, Sad Ladjal, Florence Tupin, Jean-Marie Nicolas |
| 2017 | IGARSS | Double MRF for water classification in SAR images by joint detection and reflectivity estimation. | Sylvain Lobry, Loc Denis, Florence Tupin, Roger Fjrtoft |
| 2017 | IGARSS | Unsupervised detection of thin water surfaces in SWOT images based on segment detection and connection. | Sylvain Lobry, Florence Tupin, Roger Fjrtoft |
| 2016 | IGARSS | VHR Satellite Image Time Series analysis using expert knowledge modeling and user assistance. | Safa Rejichi, Ferdaous Chaabane, Florence Tupin |
| 2016 | IGARSS | Mimick capacity of Generalized Gamma distribution for high resolution SAR image statistical modeling. | Hlne Sportouche, Jean-Marie Nicolas, Florence Tupin |
| 2016 | IGARSS | A decomposition model for scatterers change detection in multi-temporal series of SAR images. | Sylvain Lobry, Florence Tupin, Loc Denis |
| 2015 | IGARSS | Markovian graph labeling for 3D reconstruction in dense urban area using SAR and optical images. | Paul Riot, Florence Tupin, Jean-Marie Nicolas |
| 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 | 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 | 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 |
| 2014 | IGARSS | Change detection for high resolution satellite images, based on SIFT descriptors and an a contrario approach. | Flora Dellinger, Julie Delon, Yann Gousseau, Julien Michel, 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 |
| 2013 | IGARSS | Characterization and extraction of building layovers in urban areas using high resolution SAR imagery. | Bin Liu, Florence Tupin, Xingzhao Liu, Wenxian Yu |
| 2012 | IGARSS | Determination of mechanisms that can occur in NLOS urban canyon. | Azza Mokadem, Laetitia Thirion-Lefevre, Elise Colin Koeniguer, Florence Tupin |
| 2012 | IGARSS | A first comparison of Cosmo-SkyMed and TerraSAR-X data over Chamonix Mont-Blanc test-site. | Jean-Marie Nicolas, Emmanuel Trouv, Renaud Fallourd, Flavien Vernier, Florence Tupin, Olivier Harant, Michel Gay, Luc Moreau |
| 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 |
| 2012 | IGARSS | SAR-SIFT: A SIFT-like algorithm for applications on SAR images. | Flora Dellinger, Julie Delon, Yann Gousseau, Julien Michel, Florence Tupin |
| 2012 | IGARSS | Change detection in multitemporal HR SAR images: A hypothesis test-based approach. | Michelle Matos Horta, Nelson D. A. Mascarenhas, Hlne Sportouche, Nicolas Seichepine, Florence Tupin, Jean-Marie Nicolas |
| 2011 | ICIP | Patch similarity under non Gaussian noise. | Charles-Alban Deledalle, Florence Tupin, Loc Denis |
| 2011 | IGARSS | A hierarchical Markov random field for road network extraction and its application with optical and SAR data. | Talita Perciano, Florence Tupin, Roberto Hirata Jr., Roberto M. Cesar |
| 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 |
| 2011 | IGARSS | Extraction of water surfaces in simulated Ka-band SAR images of KaRIn on swot. | Fang Cao, Florence Tupin, Jean-Marie Nicolas, Roger Fjrtoft, Nadine Pourthi |
| 2010 | ICIP | Poisson NL means: Unsupervised non local means for Poisson noise. | Charles-Alban Deledalle, Florence Tupin, Loc Denis |
| 2010 | ICIP | Exact discrete minimization for TV+L0 image decomposition models. | Loc Denis, Florence Tupin, Xavier Rondeau |
| 2010 | IGARSS | Morphological filtering of SAR interferometric images. | Safa Rejichi, Ferdaous Chaabane, Florence Tupin, Isabelle Bloch |
| 2010 | IGARSS | Three dimensional reconstruction of urban areas using jointly phase and amplitude multichannel images. | Aymen Shabou, Florence Tupin, Giampaolo Ferraioli, Vito Pascazio |
| 2010 | IGARSS | Building detection and height retrieval in urban areas in the framework of high resolution optical and SAR data fusion. | Hlne Sportouche, Florence Tupin, Leonard Denise |
| 2010 | IGARSS | Change detection in a multitemporal series of radar images. | Sami Benzid, Charles Deledalles, Riadh Abdelfattah, Ferdaous Chaabane, Florence Tupin |
| 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 |
| 2009 | ICIP | A graph-cut based algorithm for approximate MRF optimization. | Aymen Shabou, Florence Tupin, Jrme Darbon |
| 2009 | IGARSS | Building Detection by Fusion of Optical and SAR Features in Metric Resolution Data. | Hlne Sportouche, Florence Tupin, Leonard Denise |
| 2009 | IGARSS | InSAR Permanent Scatterers Selection using SAR SVA Filtering. | Ferdaous Chaabane, Mohamed Sellami, Jean-Marie Nicolas, Florence Tupin |
| 2009 | IGARSS | Combining SAR and Optical Features in a SVM Classifier for Man-made Structures Detection. | Gabrielle Lehureau, Marine Campedel, Florence Tupin, Celine Tison, Guillaume Oller |
| 2008 | IGARSS | Building Detection from High Resolution PolSAR Data by combining Region and Edge Information. | Yinghua Wang, Florence Tupin, Chongzhao Han, Jean-Marie Nicolas |
| 2008 | IGARSS | Joint Filtering of SAR Interferometric and Amplitude Data in Urban Areas by TV Minimization. | Loc Denis, Florence Tupin, Jrme Darbon, Marc Sigelle |
| 2008 | IGARSS | A Regularization Approach for InSAR and Optical Data Fusion. | Loc Denis, Florence Tupin, Jrme Darbon, Marc Sigelle |
| 2007 | IGARSS | Similarity measures between SAR and optic data. | Aymen Shabou, Florence Tupin, Ferdaous Chaabane |
| 2007 | IGARSS | Unsupervised segmentation of SAR images using Triplet Markov fields and fisher noise distributions. | Dalila Benboudjema, Florence Tupin, Wojciech Pieczynski, Marc Sigelle, Jean-Marie Nicolas |
| 2005 | ICIP | A Markovian scheme for joint retrieval of classification and height map from urban interferometric SAR images. | Celine Tison, Florence Tupin, Henri Matre |
| 2005 | IGARSS | Validation of a feature fusion scheme for urban DSM retrieval from high resolution SAR interferogram. | Cline Tison, Florence Tupin, Jean-Marie Nicolas, Henri Matre |
| 2005 | IGARSS | Registering of synthetic aperture radar and optical data. | Frdric Galland, Florence Tupin, Jean-Marie Nicolas, Michel Roux |
| 2004 | IGARSS | Retrieval of building shapes from shadows in high resolution SAR interferometric images. | Celine Tison, Florence Tupin, Henri Matre |
| 2004 | IGARSS | Merging of SAR and optical features for 3D reconstruction in a radargrammetric framework. | Florence Tupin |
| 2004 | IGARSS | Combination of multiple interferograms for monitoring temporal evolution of ground deformation. | Ferdaous Chaabane, Florence Tupin, Henri Matre |
| 2003 | IGARSS | Accuracy of fisher distributions and log-moment estimation to describe amplitude distributions of high resolution SAR images over urban areas. | Cline Tison, Jean-Marie Nicolas, Florence Tupin |
| 2003 | IGARSS | Correction of local and global tropospheric effects on differential SAR interferograms for the study of earthquake phenomena. | Ferdaous Chaabane, Antonio Avallone, Florence Tupin, Pierre Briole, Henri Matre |
| 2002 | ICPR | Relational Graph Labelling Using Learning Techniques and Markov Random Fields. | Denis Rivire, Jean-Franois Mangin, Jean-Marc Martinez, Florence Tupin, Dimitri Papadopoulos-Orfanos, Vincent Frouin |
| 2002 | IGARSS | Matching criteria for radargrammetry. | Florence Tupin, Jean-Marie Nicolas |
| 2002 | IGARSS | Gamma mixture modeled with "second kind statistics": application to SAR image processing. | Jean-Marie Nicolas, Florence Tupin |
| 2002 | IGARSS | Interferometric SAR image coregistration based on the Fourier-Mellin invariant descriptor. | Riadh Abdelfattah, Jean-Marie Nicolas, Florence Tupin |
| 2000 | ICIP | Definition of a Spatial Entropy and its Use for Texture Discrimination. | Florence Tupin, Marc Sigelle, Henri Matre |