Restoration of SAR Images Using Recovery of Discontinuities and Non-linear Optimization. - Florence Tupin; Marc Sigelle; Ammar Chkeif; Jean-Pierre Véran (EMMCVPR, 1997)

A Graph-Based Representation to Detect Linear Features. - Florence Tupin; Jean-François Mangin; Eugène Pechersky; Jean-Marie Nicolas 002; Henri Maître (GbRPR, 1997)

Detection of linear features in SAR images: application to road network extraction. - Florence Tupin; Henri Maître; Jean-François Mangin; Jean-Marie Nicolas 002; Eugène Pechersky (IEEE Trans. Geosci. Remote. Sens., 1998)

A first step toward automatic interpretation of SAR images using evidential fusion of several structure detectors. - Florence Tupin; Isabelle Bloch; Henri Maître (IEEE Trans. Geosci. Remote. Sens., 1999)

Definition of a Spatial Entropy and its Use for Texture Discrimination. - Florence Tupin; Marc Sigelle; Henri Maître (ICIP, 2000)

Relational Graph Labelling Using Learning Techniques and Markov Random Fields. - Denis Rivière; Jean-François Mangin; Jean-Marc Martinez; Florence Tupin; Dimitri Papadopoulos-Orfanos; Vincent Frouin (ICPR (2), 2002)

Gamma mixture modeled with "second kind statistics": application to SAR image processing. - Jean-Marie Nicolas 002; Florence Tupin (IGARSS, 2002)

Interferometric SAR image coregistration based on the Fourier-Mellin invariant descriptor. - Riadh Abdelfattah; Jean-Marie Nicolas 002; Florence Tupin (IGARSS, 2002)

Matching criteria for radargrammetry. - Florence Tupin; Jean-Marie Nicolas 002 (IGARSS, 2002)

Road extraction from SAR images by using a graphical sketch of road. - Dalila Cherifi; Florence Tupin; Michel Roux; Henri Maître (SAR, 2002)

Road detection in dense urban areas using SAR imagery and the usefulness of multiple views. - Florence Tupin; Bijan Houshmand; Mihai Datcu (IEEE Trans. Geosci. Remote. Sens., 2002)

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 Maître (IGARSS, 2003)

Accuracy of fisher distributions and log-moment estimation to describe amplitude distributions of high resolution SAR images over urban areas. - Céline Tison; Jean-Marie Nicolas 002; Florence Tupin (IGARSS, 2003)

Unsupervised classification of radar images using hidden Markov chains and hidden Markov random fields. - Roger Fjørtoft; Yves Delignon; Wojciech Pieczynski; Marc Sigelle; Florence Tupin (IEEE Trans. Geosci. Remote. Sens., 2003)

Combination of multiple interferograms for monitoring temporal evolution of ground deformation. - Ferdaous Chaabane; Florence Tupin; Henri Maître (IGARSS, 2004)

Retrieval of building shapes from shadows in high resolution SAR interferometric images. - Celine Tison; Florence Tupin; Henri Maître (IGARSS, 2004)

Merging of SAR and optical features for 3D reconstruction in a radargrammetric framework. - Florence Tupin (IGARSS, 2004)

A new statistical model for Markovian classification of urban areas in high-resolution SAR images. - Celine Tison; Jean-Marie Nicolas 002; Florence Tupin; Henri Maître (IEEE Trans. Geosci. Remote. Sens., 2004)

A Markovian scheme for joint retrieval of classification and height map from urban interferometric SAR images. - Celine Tison; Florence Tupin; Henri Maître (ICIP (1), 2005)

Registering of synthetic aperture radar and optical data. - Frédéric Galland; Florence Tupin; Jean-Marie Nicolas 002; Michel Roux (IGARSS, 2005)

Validation of a feature fusion scheme for urban DSM retrieval from high resolution SAR interferogram. - Céline Tison; Florence Tupin; Jean-Marie Nicolas 002; Henri Maître (IGARSS, 2005)

Markov random field on region adjacency graph for the fusion of SAR and optical data in radargrammetric applications. - Florence Tupin; Michel Roux (IEEE Trans. Geosci. Remote. Sens., 2005)

Feature fusion to improve road network extraction in high-resolution SAR images. - Gianni Lisini; Céline Tison; Florence Tupin; Paolo Gamba (IEEE Geosci. Remote. Sens. Lett., 2006)

Junction-aware extraction and regularization of urban road networks in high-resolution SAR images. - Matteo Negri; Paolo Gamba; Gianni Lisini; Florence Tupin (IEEE Trans. Geosci. Remote. Sens., 2006)

The use of levelable regularization functions for MRF restoration of SAR images while preserving reflectivity. - Jérôme Darbon; Marc Sigelle; Florence Tupin (Computational Imaging, 2007)

Unsupervised segmentation of SAR images using Triplet Markov fields and fisher noise distributions. - Dalila Benboudjema; Florence Tupin; Wojciech Pieczynski; Marc Sigelle; Jean-Marie Nicolas 002 (IGARSS, 2007)

Similarity measures between SAR and optic data. - Aymen Shabou; Florence Tupin; Ferdaous Chaabane (IGARSS, 2007)

A Multitemporal Method for Correction of Tropospheric Effects in Differential SAR Interferometry: Application to the Gulf of Corinth Earthquake. - Ferdaous Chaabane; Antonio Avallone; Florence Tupin; Pierre Briole; Henri Maître (IEEE Trans. Geosci. Remote. Sens., 2007)

A Fusion Scheme for Joint Retrieval of Urban Height Map and Classification From High-Resolution Interferometric SAR Images. - Céline Tison; Florence Tupin; Henri Maître (IEEE Trans. Geosci. Remote. Sens., 2007)

Joint Filtering of SAR Interferometric and Amplitude Data in Urban Areas by TV Minimization. - Loïc Denis; Florence Tupin; Jérôme Darbon; Marc Sigelle (IGARSS (5), 2008)

A Regularization Approach for InSAR and Optical Data Fusion. - Loïc Denis; Florence Tupin; Jérôme Darbon; Marc Sigelle (IGARSS (2), 2008)

Building Detection from High Resolution PolSAR Data by combining Region and Edge Information. - Yinghua Wang; Florence Tupin; Chongzhao Han; Jean-Marie Nicolas 002 (IGARSS (4), 2008)

Introduction to the Issue on Remote Sensing of Human Settlements: Status and Challenges. - Paolo Gamba; Florence Tupin; Qihao Weng (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2008)

A graph-cut based algorithm for approximate MRF optimization. - Aymen Shabou; Florence Tupin; Jérôme Darbon (ICIP, 2009)

InSAR Permanent Scatterers Selection using SAR SVA Filtering. - Ferdaous Chaabane; Mohamed Sellami; Jean-Marie Nicolas 002; Florence Tupin (IGARSS (5), 2009)

Combining SAR and Optical Features in a SVM Classifier for Man-made Structures Detection. - Gabrielle Lehureau; Marine Campedel; Florence Tupin; Celine Tison; Guillaume Oller (IGARSS (3), 2009)

Building Detection by Fusion of Optical and SAR Features in Metric Resolution Data. - Hélène Sportouche; Florence Tupin; Leonard Denise (IGARSS (4), 2009)

Multichannel Phase Unwrapping With Graph Cuts. - Giampaolo Ferraioli; Aymen Shabou; Florence Tupin; Vito Pascazio (IEEE Geosci. Remote. Sens. Lett., 2009)

Joint Regularization of Phase and Amplitude of InSAR Data: Application to 3-D Reconstruction. - Loïc Denis; Florence Tupin; Jérôme Darbon; Marc Sigelle (IEEE Trans. Geosci. Remote. Sens., 2009)

Unsupervised Synthetic Aperture Radar Image Segmentation Using Fisher Distributions. - Frédéric Galland; Jean-Marie Nicolas 002; Hélène Sportouche; Muriel Roche; Florence Tupin; Philippe Réfrégier (IEEE Trans. Geosci. Remote. Sens., 2009)

Iterative Weighted Maximum Likelihood Denoising With Probabilistic Patch-Based Weights. - Charles-Alban Deledalle; Loïc Denis; Florence Tupin (IEEE Trans. Image Process., 2009)

SAR Image Regularization With Fast Approximate Discrete Minimization. - Loïc Denis; Florence Tupin; Jérôme Darbon; Marc Sigelle (IEEE Trans. Image Process., 2009)

Poisson NL means: Unsupervised non local means for Poisson noise. - Charles-Alban Deledalle; Florence Tupin; Loïc Denis (ICIP, 2010)

Exact discrete minimization for TV+L0 image decomposition models. - Loïc Denis; Florence Tupin; Xavier Rondeau (ICIP, 2010)

Change detection in a multitemporal series of radar images. - Sami Benzid; Charles Deledalles; Riadh Abdelfattah; Ferdaous Chaabane; Florence Tupin (IGARSS, 2010)

Glaciermonitoring: Correlation versus texture tracking. - Charles-Alban Deledalle; Jean-Marie Nicolas 002; Florence Tupin; Loïc Denis; Renaud Fallourd; Emmanuel Trouvé (IGARSS, 2010)

A non-local approach for SAR and interferometric SAR denoising. - Charles-Alban Deledalle; Florence Tupin; Loïc Denis (IGARSS, 2010)

Polarimetric SAR estimation based on non-local means. - Charles-Alban Deledalle; Florence Tupin; Loïc Denis (IGARSS, 2010)

Morphological filtering of SAR interferometric images. - Safa Rejichi; Ferdaous Chaabane; Florence Tupin; Isabelle Bloch (IGARSS, 2010)

Three dimensional reconstruction of urban areas using jointly phase and amplitude multichannel images. - Aymen Shabou; Florence Tupin; Giampaolo Ferraioli; Vito Pascazio (IGARSS, 2010)

Building detection and height retrieval in urban areas in the framework of high resolution optical and SAR data fusion. - Hélène Sportouche; Florence Tupin; Leonard Denise (IGARSS, 2010)

PolSAR Data Segmentation by Combining Tensor Space Cluster Analysis and Markovian Framework. - Yinghua Wang; Chongzhao Han; Florence Tupin (IEEE Geosci. Remote. Sens. Lett., 2010)

Building detection from high-resolution PolSAR data at the rectangle level by combining region and edge information. - Yinghua Wang; Florence Tupin; Chongzhao Han (Pattern Recognit. Lett., 2010)

Patch similarity under non Gaussian noise. - Charles-Alban Deledalle; Florence Tupin; Loïc Denis (ICIP, 2011)

Influence of speckle filtering of Polarimetric SAR data on different classification methods. - Fang Cao 001; Charles-Alban Deledalle; Jean-Marie Nicolas 002; Florence Tupin; Loïc Denis; Laurent Ferro-Famil; Eric Pottier; Carlos López-Martínez (IGARSS, 2011)

Extraction of water surfaces in simulated Ka-band SAR images of KaRIn on swot. - Fang Cao 001; Florence Tupin; Jean-Marie Nicolas 002; Roger Fjørtoft; Nadine Pourthié (IGARSS, 2011)

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 (IGARSS, 2011)

A symmetric scheme for building reconstruction from a couple of HR optical and SAR data. - Hélène Sportouche; Florence Tupin; Léonard Denise (JURSE, 2011)

A Markovian Approach for InSAR Phase Reconstruction With Mixed Discrete and Continuous Optimization. - Aymen Shabou; Jérôme Darbon; Florence Tupin (IEEE Geosci. Remote. Sens. Lett., 2011)

Monitoring Temperate Glacier Displacement by Multi-Temporal TerraSAR-X Images and Continuous GPS Measurements. - Renaud Fallourd; Olivier Harant; Emmanuel Trouvé; Jean-Marie Nicolas 002; Michel Gay; Andrea Walpersdorf; Jean-Louis Mugnier; Jonathan Serafini; Diana Rosu; Lionel Bombrun; Gabriel Vasile; Nathalie Cotte; et al. (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2011)

NL-InSAR: Nonlocal Interferogram Estimation. - Charles-Alban Deledalle; Loïc Denis; Florence Tupin (IEEE Trans. Geosci. Remote. Sens., 2011)

Extraction and Three-Dimensional Reconstruction of Isolated Buildings in Urban Scenes From High-Resolution Optical and SAR Spaceborne Images. - Hélène Sportouche; Florence Tupin; Léonard Denise (IEEE Trans. Geosci. Remote. Sens., 2011)

SAR-SIFT: A SIFT-like algorithm for applications on SAR images. - Flora Dellinger; Julie Delon; Yann Gousseau; Julien Michel; Florence Tupin (IGARSS, 2012)

Change detection in multitemporal HR SAR images: A hypothesis test-based approach. - Michelle Matos Horta; Nelson D. A. Mascarenhas; Hélène Sportouche; Nicolas Seichepine; Florence Tupin; Jean-Marie Nicolas 002 (IGARSS, 2012)

Determination of mechanisms that can occur in NLOS urban canyon. - Azza Mokadem; Laetitia Thirion-Lefevre; Elise Colin Koeniguer; Florence Tupin (IGARSS, 2012)

A first comparison of Cosmo-SkyMed and TerraSAR-X data over Chamonix Mont-Blanc test-site. - Jean-Marie Nicolas 002; Emmanuel Trouvé; Renaud Fallourd; Flavien Vernier; Florence Tupin; Olivier Harant; Michel Gay; Luc Moreau 004 (IGARSS, 2012)

How to combine TerraSAR-X and Cosmo-SkyMed high-resolution images for a better scene understanding? - Hélène Sportouche; Florence Tupin; Jean-Marie Nicolas 002; Talita Perciano; Charles-Alban Deledalle (IGARSS, 2012)

Two steps multi-temporal Non-Local Means for SAR images. - Xin Su; Charles-Alban Deledalle; Florence Tupin; Hong Sun (IGARSS, 2012)

How to Compare Noisy Patches? Patch Similarity Beyond Gaussian Noise. - Charles-Alban Deledalle; Loïc Denis; Florence Tupin (Int. J. Comput. Vis., 2012)

A Markovian Approach for DEM Estimation From Multiple InSAR Data With Atmospheric Contributions. - Aymen Shabou; Florence Tupin (IEEE Geosci. Remote. Sens. Lett., 2012)

Mexico City Subsidence Measured by InSAR Time Series: Joint Analysis Using PS and SBAS Approaches. - Yajing Yan; Marie-Pierre Doin; Penélope López-Quiroz; Florence Tupin; Bénédicte Fruneau; Virginie Pinel; Emmanuel Trouvé (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012)

Template matching with noisy patches: A contrast-invariant GLR test. - Charles-Alban Deledalle; Loïc Denis; Florence Tupin (EUSIPCO, 2013)

Characterization and extraction of building layovers in urban areas using high resolution SAR imagery. - Bin Liu 019; Florence Tupin; Xingzhao Liu; Wenxian Yu (IGARSS, 2013)

SAR image change detection by likelihood ratio test in multi-temporal time series. - Xin Su; Charles-Alban Deledalle; Florence Tupin; Hong Sun (IGARSS, 2013)

Multilabel partition moves for MRF optimization. - Aymen Shabou; Jérôme Darbon; Florence Tupin (Image Vis. Comput., 2013)

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 (ICIP, 2014)

Modeling the distribution of patches with shift-invariance: Application to SAR image restoration. - Sonia Tabti; Charles-Alban Deledalle; Loïc Denis; Florence Tupin (ICIP, 2014)

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 (IGARSS, 2014)

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 (IGARSS, 2014)

Building invariance properties for dictionaries of SAR image patches. - Sonia Tabti; Charles-Alban Deledalle; Loïc Denis; Florence Tupin (IGARSS, 2014)

Exploiting Patch Similarity for SAR Image Processing: The nonlocal paradigm. - Charles-Alban Deledalle; Loïc Denis; Giovanni Poggi; Florence Tupin; Luisa Verdoliva (IEEE Signal Process. Mag., 2014)

Two-Step Multitemporal Nonlocal Means for Synthetic Aperture Radar Images. - Xin Su; Charles-Alban Deledalle; Florence Tupin; Hong Sun (IEEE Trans. Geosci. Remote. Sens., 2014)

Combining patch-based estimation and total variation regularization for 3D InSAR reconstruction. - Charles-Alban Deledalle; Loïc Denis; Giampaolo Ferraioli; Florence Tupin (IGARSS, 2015)

Markovian graph labeling for 3D reconstruction in dense urban area using SAR and optical images. - Paul Riot; Florence Tupin; Jean-Marie Nicolas 002 (IGARSS, 2015)

Patch-based SAR image classification: The potential of modeling the statistical distribution of patches with Gaussian mixtures. - Sonia Tabti; Charles-Alban Deledalle; Loïc Denis; Florence Tupin (IGARSS, 2015)

Sparse + smooth decomposition models for multi-temporal SAR images. - Sylvain Lobry; Loïc Denis; Florence Tupin (MultiTemp, 2015)

Expert Knowledge-Based Method for Satellite Image Time Series Analysis and Interpretation. - Safa Rejichi; Ferdaous Chaabane; Florence Tupin (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

NL-SAR: A Unified Nonlocal Framework for Resolution-Preserving (Pol)(In)SAR Denoising. - Charles-Alban Deledalle; Loïc Denis; Florence Tupin; Andreas Reigber; Marc Jäger 001 (IEEE Trans. Geosci. Remote. Sens., 2015)

SAR-SIFT: A SIFT-Like Algorithm for SAR Images. - Flora Dellinger; Julie Delon; Yann Gousseau; Julien Michel; Florence Tupin (IEEE Trans. Geosci. Remote. Sens., 2015)

Ground Moving Target Trajectory Reconstruction in Single-Channel Circular SAR. - Jean-Baptiste Poisson; Hélène Oriot; Florence Tupin (IEEE Trans. Geosci. Remote. Sens., 2015)

Unsupervised change detection between multi-sensor high resolution satellite images. - Gang Liu 013; Julie Delon; Yann Gousseau; Florence Tupin (EUSIPCO, 2016)

Statistical models for SAR amplitude data: A unified vision through Mellin transform and Meijer functions. - Jean-Marie Nicolas 002; Florence Tupin (EUSIPCO, 2016)

Penalizing local correlations in the residual improves image denoising performance. - Paul Riot; Andrés Almansa; Yann Gousseau; Florence Tupin (EUSIPCO, 2016)

A decomposition model for scatterers change detection in multi-temporal series of SAR images. - Sylvain Lobry; Florence Tupin; Loïc Denis (IGARSS, 2016)

VHR Satellite Image Time Series analysis using expert knowledge modeling and user assistance. - Safa Rejichi; Ferdaous Chaabane; Florence Tupin (IGARSS, 2016)

Mimick capacity of Generalized Gamma distribution for high resolution SAR image statistical modeling. - Hélène Sportouche; Jean-Marie Nicolas 002; Florence Tupin (IGARSS, 2016)

Multitemporal SAR Image Decomposition into Strong Scatterers, Background, and Speckle. - Sylvain Lobry; Loïc Denis; Florence Tupin (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Fusion of SAR and optical remote sensing data - Challenges and recent trends. - Michael Schmitt 003; Florence Tupin; Xiao Xiang Zhu 001 (IGARSS, 2017)

A complex spectrum based SAR image resampling method with restricted target sidelobes and statistics preservation. - Rémy Abergel; Saïd Ladjal; Florence Tupin; Jean-Marie Nicolas 002 (IGARSS, 2017)

Double MRF for water classification in SAR images by joint detection and reflectivity estimation. - Sylvain Lobry; Loïc Denis; Florence Tupin; Roger Fjørtoft (IGARSS, 2017)

Unsupervised detection of thin water surfaces in SWOT images based on segment detection and connection. - Sylvain Lobry; Florence Tupin; Roger Fjørtoft (IGARSS, 2017)

Similarity criterion for SAR tomography over dense urban area. - Clément Rambour; Loïc Denis; Florence Tupin; Jean-Marie Nicolas 002; Hélène Oriot; Laurent Ferro-Famil; Charles-Alban Deledalle (IGARSS, 2017)

Comparison between pixel and region based sits analysis approaches. - Safa Rejichi; Ferdaous Chaabane; Florence Tupin (IGARSS, 2017)

Urban area change detection based on generalized likelihood ratio test. - Weiying Zhao; Sylvain Lobry; Henri Maître; Jean-Marie Nicolas 002; Florence Tupin (MultiTemp, 2017)

A Correlation-Based Dissimilarity Measure for Noisy Patches. - Paul Riot; Andrés Almansa; Yann Gousseau; Florence Tupin (SSVM, 2017)

Mimic Capacity Of Fisher And Generalized Gamma Distributions For High-Resolution SAR Image Statistical Modeling. - Hélène Sportouche; Jean-Marie Nicolas 002; Florence Tupin (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

MuLoG, or How to Apply Gaussian Denoisers to Multi-Channel SAR Speckle Reduction? - Charles-Alban Deledalle; Loïc Denis; Sonia Tabti; Florence Tupin (IEEE Trans. Image Process., 2017)

MuLoG: A Generic Variance-Stabilization Approach for Speckle Reduction in SAR Interferometry and SAR Polarimetry. - Charles-Alban Deledalle; Loïc Denis; Florence Tupin (IGARSS, 2018)

A Line Segment Detector for SAR Images with Controlled False Alarm Rate. - Chenguang Liu 001; Rémy Abergel; Yann Gousseau; Florence Tupin (IGARSS, 2018)

SAR Tomography of Urban Areas: 3D Regularized Inversion in the Scene Geometry. - Clément Rambour; Loïc Denis; Florence Tupin; Jean-Marie Nicolas 002; Hélène Oriot (IGARSS, 2018)

RABASAR: A Fast Ratio Based Multi-Temporal SAR Despeckling. - Weiying Zhao; Charles-Alban Deledalle; Loïc Denis; Henri Maître; Jean-Marie Nicolas 002; Florence Tupin (IGARSS, 2018)

Subpixellic Methods for Sidelobes Suppression and Strong Targets Extraction in Single Look Complex SAR Images. - Rémy Abergel; Loïc Denis; Saïd Ladjal; Florence Tupin (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Parisar: Patch-Based Estimation and Regularized Inversion for Multibaseline SAR Interferometry. - Giampaolo Ferraioli; Charles-Alban Deledalle; Loïc Denis; Florence Tupin (IEEE Trans. Geosci. Remote. Sens., 2018)

Anarchic Urban Expansion Detection and Monitoring with Integration of Expert Knowledge. - Ferdaous Chaabane; Safa Réjichi; Chayma Kefi; Haythem Ismail; Florence Tupin (ICASSP, 2019)

Resolution-Preserving Speckle Reduction of SAR Images: The Benefits of Speckle Decorrelation and Targets Extraction. - Rémy Abergel; Loïc Denis; Florence Tupin; Saïd Ladjal; Charles-Alban Deledalle; Andrés Almansa (IGARSS, 2019)

VHR Satellite Image Time Series Analysis for Illegal Building Monitoring Using Multi-Dimensional Histogram Earth Mover's Distance. - Ferdaous Chaabane; Safa Réjichi; Chayma Kefi; Haythem Ismail; Florence Tupin (IGARSS, 2019)

Multi-Temporal Speckle Reduction of Polarimetric SAR Images: a Ratio-Based Approach. - Charles-Alban Deledalle; Loïc Denis; Laurent Ferro-Famil; Jean-Marie Nicolas 002; Florence Tupin (IGARSS, 2019)

From Patches to Deep Learning: Combining Self-Similarity and Neural Networks for Sar Image Despeckling. - Loïc Denis; Charles-Alban Deledalle; Florence Tupin (IGARSS, 2019)

The Exploitation of the Non Local Paradigm for SAR 3d Reconstruction. - Giampaolo Ferraioli; Loïc Denis; Charles-Alban Deledalle; Florence Tupin (IGARSS, 2019)

Ten Years of Patch-Based Approaches for Sar Imaging: A Review. - Florence Tupin; Loïc Denis; Charles-Alban Deledalle; Giampaolo Ferraioli (IGARSS, 2019)

Urban surface recovery through graph-cuts over SAR tomographic reconstruction. - Clément Rambour; Loïc Denis; Florence Tupin; Hélène Oriot (JURSE, 2019)

SAR Image Despeckling Using Pre-trained Convolutional Neural Network Models. - Xiangli Yang; Loïc Denis; Florence Tupin; Wen Yang 001 (JURSE, 2019)

Urban surface reconstruction in SAR tomography by graph-cuts. - Clément Rambour; Loïc Denis; Florence Tupin; Hélène Oriot; Yue Huang 002; Laurent Ferro-Famil (Comput. Vis. Image Underst., 2019)

$M$ -NL: Robust NL-Means Approach for PolSAR Images Denoising. - Gordana Draskovic; Frédéric Pascal 001; Florence Tupin (IEEE Geosci. Remote. Sens. Lett., 2019)

Water Detection in SWOT HR Images Based on Multiple Markov Random Fields. - Sylvain Lobry; Loïc Denis; Brent Williams; Roger Fjørtoft; Florence Tupin (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

A Contrario Comparison of Local Descriptors for Change Detection in Very High Spatial Resolution Satellite Images of Urban Areas. - Gang Liu 013; Yann Gousseau; Florence Tupin (IEEE Trans. Geosci. Remote. Sens., 2019)

Introducing Spatial Regularization in SAR Tomography Reconstruction. - Clément Rambour; Loïc Denis; Florence Tupin; Hélène M. Oriot (IEEE Trans. Geosci. Remote. Sens., 2019)

Ratio-Based Multitemporal SAR Images Denoising: RABASAR. - Weiying Zhao; Charles-Alban Deledalle; Loïc Denis; Henri Maître; Jean-Marie Nicolas 002; Florence Tupin (IEEE Trans. Geosci. Remote. Sens., 2019)

CARRADA Dataset: Camera and Automotive Radar with Range- Angle- Doppler Annotations. - Arthur Ouaknine; Alasdair Newson; Julien Rebut; Florence Tupin; Patrick Pérez (ICPR, 2020)

Regularized SAR Tomography Approaches. - Alessandra Budillon; Loïc Denis; Clément Rambour; Gilda Schirinzi; Florence Tupin (IGARSS, 2020)

Comparison Between Multitemporal Graph Based Classical Learning and LSTM Model Classifications for Sits Analysis. - Ferdaous Chaabane; Safa Réjichi; Florence Tupin (IGARSS, 2020)

SAR2SAR: a self-supervised despeckling algorithm for SAR images. - Emanuele Dalsasso; Loïc Denis; Florence Tupin (CoRR, 2020)

A New Parameterization for the Rician Distribution. - Jean-Marie Nicolas 002; Florence Tupin (IEEE Geosci. Remote. Sens. Lett., 2020)

LSDSAR, a Markovian a contrario framework for line segment detection in SAR images. - Chenguang Liu 001; Rémy Abergel; Yann Gousseau; Florence Tupin (Pattern Recognit., 2020)

SAR Image Despeckling by Deep Neural Networks: from a Pre-Trained Model to an End-to-End Training Strategy. - Emanuele Dalsasso; Xiangli Yang; Loïc Denis; Florence Tupin; Wen Yang 001 (Remote. Sens., 2020)

Multi-View Radar Semantic Segmentation. - Arthur Ouaknine; Alasdair Newson; Patrick Pérez; Florence Tupin; Julien Rebut (ICCV, 2021)

Self-Attention Generative Adversarial Networks for Times Series VHR Multispectral Image Generation. - Ferdaous Chaabane; Safa Réjichi; Florence Tupin (IGARSS, 2021)

Exploiting Multi-Temporal Information for Improved Speckle Reduction of Sentinel-1 SAR Images by Deep Learning. - Emanuele Dalsasso; Inès Meraoumia; Loïc Denis; Florence Tupin (IGARSS, 2021)

A Review of Deep-Learning Techniques for SAR Image Restoration. - Loïc Denis; Emanuele Dalsasso; Florence Tupin (IGARSS, 2021)

Despeckling Sentinel-1 GRD Images by Deep-Learning and Application to Narrow River Segmentation. - Nicolas Gasnier; Emanuele Dalsasso; Loïc Denis; Florence Tupin (IGARSS, 2021)

Experimental Comparison of Registration Methods for Multisensor Sar-Optical Data. - Béatrice Pinel-Puysségur; Luca Maggiolo; Michel Roux; Nicolas Gasnier; David Solarna; Gabriele Moser; Sebastiano B. Serpico; Florence Tupin (IGARSS, 2021)

SAR2SAR: A Semi-Supervised Despeckling Algorithm for SAR Images. - Emanuele Dalsasso; Loïc Denis; Florence Tupin (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Narrow River Extraction From SAR Images Using Exogenous Information. - Nicolas Gasnier; Loïc Denis; Roger Fjørtoft; Frédéric Liège; Florence Tupin (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Unrolling PALM for Sparse Semi-Blind Source Separation. - Mohammad Fahes; Christophe Kervazo; Jérôme Bobin; Florence Tupin (ICLR, 2022)

Self Attention Deep Graph CNN Classification of Times Series Images for Land Cover Monitoring. - Ferdaous Chaabane; Safa Réjichi; Florence Tupin (IGARSS, 2022)

Lake Detection with Sentinel-1 Data using a Grab-Cut Method and its Multi-Temporal Extension. - Nicolas Gasnier; Loïc Denis; Roger Fjørtoft; Frédéric Liège; Florence Tupin (IGARSS, 2022)

Fast Strategies for Multi-Temporal Speckle Reduction of Sentinel-1 GRD Images. - Inès Meraoumia; Emanuele Dalsasso; Loïc Denis; Florence Tupin (IGARSS, 2022)

Multi-temporal speckle reduction with self-supervised deep neural networks. - Inès Meraoumia; Emanuele Dalsasso; Loïc Denis; Rémy Abergel; Florence Tupin (CoRR, 2022)

Speckle Reduction in Matrix-Log Domain for Synthetic Aperture Radar Imaging. - Charles-Alban Deledalle; Loïc Denis; Florence Tupin (J. Math. Imaging Vis., 2022)

On the Use and Denoising of the Temporal Geometric Mean for SAR Time Series. - Nicolas Gasnier; Loïc Denis; Florence Tupin (IEEE Geosci. Remote. Sens. Lett., 2022)

As If by Magic: Self-Supervised Training of Deep Despeckling Networks With MERLIN. - Emanuele Dalsasso; Loïc Denis; Florence Tupin (IEEE Trans. Geosci. Remote. Sens., 2022)

Applying Deep Learning to P-Band SAR Tomographic Imaging in Preparation for the Future Biomass Mission. - Zoé Berenger; Loïc Denis; Florence Tupin; Laurent Ferro-Famil (IGARSS, 2023)

Rooftop Surfaces and Types Identification Using VHR Satellite Images for Electrification Potentiel in Africa. - Ferdaous Chaabane; Safa Réjichi; Florence Tupin (IGARSS, 2023)

Multitemporal SAR images change detection and visualization using RABASAR and simplified GLR. - Weiying Zhao; Charles-Alban Deledalle; Loïc Denis; Henri Maître; Jean-Marie Nicolas 002; Florence Tupin (CoRR, 2023)

A Deep-Learning Approach for SAR Tomographic Imaging of Forested Areas. - Zoé Berenger; Loïc Denis; Florence Tupin; Laurent Ferro-Famil; Yue Huang 002 (IEEE Geosci. Remote. Sens. Lett., 2023)

Multitemporal Speckle Reduction With Self-Supervised Deep Neural Networks. - Inès Meraoumia; Emanuele Dalsasso; Loïc Denis; Rémy Abergel; Florence Tupin (IEEE Trans. Geosci. Remote. Sens., 2023)

Unsupervised Radiometric Change Detection from Synthetic Aperture Radar Images. - Thomas Bultingaire; Inès Meraoumia; Christophe Kervazo; Loïc Denis; Florence Tupin (EUSIPCO, 2024)

InSAR2InSAR: A Self-Supervised Method for InSAR Parameters Estimation. - Carla Gcara; Colette Gelas; Louis De Vitry; Elise Colin; Florence Tupin (EUSIPCO, 2024)

Generating Synthetic Data to Train a Deep Unrolled Network for Hyperspectral Unmixing. - Rassim Hadjercs; Christophe Kervazo; Florence Tupin (EUSIPCO, 2024)

Self-Supervised Learning of Multi-Modal Cooperation for SAR Despeckling. - Victor Gaya; Emanuele Dalsasso; Loïc Denis; Florence Tupin; Béatrice Pinel-Puysségur; Cyrielle Guérin (IGARSS, 2024)

Patch-based adaptive temporal filter and residual evaluation. - Weiying Zhao; Paul Riot; Charles-Alban Deledalle; Henri Maître; Jean-Marie Nicolas 002; Florence Tupin (CoRR, 2024)

Just Project! Multi-Channel Despeckling, the Easy Way. - Loïc Denis; Emanuele Dalsasso; Florence Tupin (CoRR, 2024)

Robustness to Spatially Correlated Speckle in Plug-and-Play PolSAR Despeckling. - Cristiano Ulondu Mendes; Loïc Denis; Charles-Alban Deledalle; Florence Tupin (IEEE Trans. Geosci. Remote. Sens., 2024)

Multiview 3-D Surface Reconstruction From SAR Images by Inverse Rendering. - Emile Barbier–Renard; Florence Tupin; Nicolas Trouvé; Loïc Denis (IEEE Geosci. Remote. Sens. Lett., 2025)

Extending InSAR2InSAR to Sentinel-1 Data. - Carla Geara; Colette Gelas; Louis De Vitry; Elise Colin; Florence Tupin (IEEE Geosci. Remote. Sens. Lett., 2025)

Just Project! Multichannel Despeckling, the Easy Way. - Loïc Denis; Emanuele Dalsasso; Florence Tupin (IEEE Trans. Geosci. Remote. Sens., 2025)

Multi-view 3D surface reconstruction from SAR images by inverse rendering. - Emile Barbier–Renard; Florence Tupin; Nicolas Trouvé; Loïc Denis (CoRR, 2025)