Florence Tupin

Orcid: 0000-0002-3110-8183

According to our database1, Florence Tupin authored at least 157 papers between 1997 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Patch-based adaptive temporal filter and residual evaluation.
CoRR, 2024

2023
Multitemporal Speckle Reduction With Self-Supervised Deep Neural Networks.
IEEE Trans. Geosci. Remote. Sens., 2023

A Deep-Learning Approach for SAR Tomographic Imaging of Forested Areas.
IEEE Geosci. Remote. Sens. Lett., 2023

Multitemporal SAR images change detection and visualization using RABASAR and simplified GLR.
CoRR, 2023

Rooftop Surfaces and Types Identification Using VHR Satellite Images for Electrification Potentiel in Africa.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Applying Deep Learning to P-Band SAR Tomographic Imaging in Preparation for the Future Biomass Mission.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022
As If by Magic: Self-Supervised Training of Deep Despeckling Networks With MERLIN.
IEEE Trans. Geosci. Remote. Sens., 2022

On the Use and Denoising of the Temporal Geometric Mean for SAR Time Series.
IEEE Geosci. Remote. Sens. Lett., 2022

Speckle Reduction in Matrix-Log Domain for Synthetic Aperture Radar Imaging.
J. Math. Imaging Vis., 2022

Multi-temporal speckle reduction with self-supervised deep neural networks.
CoRR, 2022

Fast Strategies for Multi-Temporal Speckle Reduction of Sentinel-1 GRD Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Lake Detection with Sentinel-1 Data using a Grab-Cut Method and its Multi-Temporal Extension.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Self Attention Deep Graph CNN Classification of Times Series Images for Land Cover Monitoring.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Unrolling PALM for Sparse Semi-Blind Source Separation.
Proceedings of the Tenth International Conference on Learning Representations, 2022

2021
Narrow River Extraction From SAR Images Using Exogenous Information.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

SAR2SAR: A Semi-Supervised Despeckling Algorithm for SAR Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Experimental Comparison of Registration Methods for Multisensor Sar-Optical Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Despeckling Sentinel-1 GRD Images by Deep-Learning and Application to Narrow River Segmentation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

A Review of Deep-Learning Techniques for SAR Image Restoration.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Exploiting Multi-Temporal Information for Improved Speckle Reduction of Sentinel-1 SAR Images by Deep Learning.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Self-Attention Generative Adversarial Networks for Times Series VHR Multispectral Image Generation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Multi-View Radar Semantic Segmentation.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020
SAR Image Despeckling by Deep Neural Networks: from a Pre-Trained Model to an End-to-End Training Strategy.
Remote. Sens., 2020

LSDSAR, a Markovian a contrario framework for line segment detection in SAR images.
Pattern Recognit., 2020

A New Parameterization for the Rician Distribution.
IEEE Geosci. Remote. Sens. Lett., 2020

SAR2SAR: a self-supervised despeckling algorithm for SAR images.
CoRR, 2020

Comparison Between Multitemporal Graph Based Classical Learning and LSTM Model Classifications for Sits Analysis.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Regularized SAR Tomography Approaches.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

CARRADA Dataset: Camera and Automotive Radar with Range- Angle- Doppler Annotations.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019
Ratio-Based Multitemporal SAR Images Denoising: RABASAR.
IEEE Trans. Geosci. Remote. Sens., 2019

Introducing Spatial Regularization in SAR Tomography Reconstruction.
IEEE Trans. Geosci. Remote. Sens., 2019

A Contrario Comparison of Local Descriptors for Change Detection in Very High Spatial Resolution Satellite Images of Urban Areas.
IEEE Trans. Geosci. Remote. Sens., 2019

Water Detection in SWOT HR Images Based on Multiple Markov Random Fields.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

$M$ -NL: Robust NL-Means Approach for PolSAR Images Denoising.
IEEE Geosci. Remote. Sens. Lett., 2019

Urban surface reconstruction in SAR tomography by graph-cuts.
Comput. Vis. Image Underst., 2019

SAR Image Despeckling Using Pre-trained Convolutional Neural Network Models.
Proceedings of the Joint Urban Remote Sensing Event, 2019

Urban surface recovery through graph-cuts over SAR tomographic reconstruction.
Proceedings of the Joint Urban Remote Sensing Event, 2019

Ten Years of Patch-Based Approaches for Sar Imaging: A Review.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

The Exploitation of the Non Local Paradigm for SAR 3d Reconstruction.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

From Patches to Deep Learning: Combining Self-Similarity and Neural Networks for Sar Image Despeckling.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Multi-Temporal Speckle Reduction of Polarimetric SAR Images: a Ratio-Based Approach.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

VHR Satellite Image Time Series Analysis for Illegal Building Monitoring Using Multi-Dimensional Histogram Earth Mover's Distance.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Resolution-Preserving Speckle Reduction of SAR Images: The Benefits of Speckle Decorrelation and Targets Extraction.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Anarchic Urban Expansion Detection and Monitoring with Integration of Expert Knowledge.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
Parisar: Patch-Based Estimation and Regularized Inversion for Multibaseline SAR Interferometry.
IEEE Trans. Geosci. Remote. Sens., 2018

Subpixellic Methods for Sidelobes Suppression and Strong Targets Extraction in Single Look Complex SAR Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

RABASAR: A Fast Ratio Based Multi-Temporal SAR Despeckling.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

SAR Tomography of Urban Areas: 3D Regularized Inversion in the Scene Geometry.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

A Line Segment Detector for SAR Images with Controlled False Alarm Rate.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

MuLoG: A Generic Variance-Stabilization Approach for Speckle Reduction in SAR Interferometry and SAR Polarimetry.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
MuLoG, or How to Apply Gaussian Denoisers to Multi-Channel SAR Speckle Reduction?
IEEE Trans. Image Process., 2017

Mimic Capacity Of Fisher And Generalized Gamma Distributions For High-Resolution SAR Image Statistical Modeling.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

A Correlation-Based Dissimilarity Measure for Noisy Patches.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2017

Urban area change detection based on generalized likelihood ratio test.
Proceedings of the 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2017

Comparison between pixel and region based sits analysis approaches.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Similarity criterion for SAR tomography over dense urban area.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Unsupervised detection of thin water surfaces in SWOT images based on segment detection and connection.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Double MRF for water classification in SAR images by joint detection and reflectivity estimation.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

A complex spectrum based SAR image resampling method with restricted target sidelobes and statistics preservation.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Fusion of SAR and optical remote sensing data - Challenges and recent trends.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016
Multitemporal SAR Image Decomposition into Strong Scatterers, Background, and Speckle.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Mimick capacity of Generalized Gamma distribution for high resolution SAR image statistical modeling.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

VHR Satellite Image Time Series analysis using expert knowledge modeling and user assistance.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

A decomposition model for scatterers change detection in multi-temporal series of SAR images.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Penalizing local correlations in the residual improves image denoising performance.
Proceedings of the 24th European Signal Processing Conference, 2016

Statistical models for SAR amplitude data: A unified vision through Mellin transform and Meijer functions.
Proceedings of the 24th European Signal Processing Conference, 2016

Unsupervised change detection between multi-sensor high resolution satellite images.
Proceedings of the 24th European Signal Processing Conference, 2016

2015
Ground Moving Target Trajectory Reconstruction in Single-Channel Circular SAR.
IEEE Trans. Geosci. Remote. Sens., 2015

SAR-SIFT: A SIFT-Like Algorithm for SAR Images.
IEEE Trans. Geosci. Remote. Sens., 2015

NL-SAR: A Unified Nonlocal Framework for Resolution-Preserving (Pol)(In)SAR Denoising.
IEEE Trans. Geosci. Remote. Sens., 2015

Expert Knowledge-Based Method for Satellite Image Time Series Analysis and Interpretation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Sparse + smooth decomposition models for multi-temporal SAR images.
Proceedings of the 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2015

Patch-based SAR image classification: The potential of modeling the statistical distribution of patches with Gaussian mixtures.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Markovian graph labeling for 3D reconstruction in dense urban area using SAR and optical images.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Combining patch-based estimation and total variation regularization for 3D InSAR reconstruction.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014
Two-Step Multitemporal Nonlocal Means for Synthetic Aperture Radar Images.
IEEE Trans. Geosci. Remote. Sens., 2014

Exploiting Patch Similarity for SAR Image Processing: The nonlocal paradigm.
IEEE Signal Process. Mag., 2014

Building invariance properties for dictionaries of SAR image patches.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Change detection and classification of multi-temporal SAR series based on generalized likelihood ratio comparing-and-recognizing.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Change detection for high resolution satellite images, based on SIFT descriptors and an a contrario approach.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Modeling the distribution of patches with shift-invariance: Application to SAR image restoration.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Denoising based on non local means for ultrasound images with simultaneous multiple noise distributions.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
Multilabel partition moves for MRF optimization.
Image Vis. Comput., 2013

SAR image change detection by likelihood ratio test in multi-temporal time series.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Characterization and extraction of building layovers in urban areas using high resolution SAR imagery.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Template matching with noisy patches: A contrast-invariant GLR test.
Proceedings of the 21st European Signal Processing Conference, 2013

2012
Mexico City Subsidence Measured by InSAR Time Series: Joint Analysis Using PS and SBAS Approaches.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012

A Markovian Approach for DEM Estimation From Multiple InSAR Data With Atmospheric Contributions.
IEEE Geosci. Remote. Sens. Lett., 2012

How to Compare Noisy Patches? Patch Similarity Beyond Gaussian Noise.
Int. J. Comput. Vis., 2012

Two steps multi-temporal Non-Local Means for SAR images.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

How to combine TerraSAR-X and Cosmo-SkyMed high-resolution images for a better scene understanding?
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

A first comparison of Cosmo-SkyMed and TerraSAR-X data over Chamonix Mont-Blanc test-site.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Determination of mechanisms that can occur in NLOS urban canyon.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Change detection in multitemporal HR SAR images: A hypothesis test-based approach.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

SAR-SIFT: A SIFT-like algorithm for applications on SAR images.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011
Extraction and Three-Dimensional Reconstruction of Isolated Buildings in Urban Scenes From High-Resolution Optical and SAR Spaceborne Images.
IEEE Trans. Geosci. Remote. Sens., 2011

NL-InSAR: Nonlocal Interferogram Estimation.
IEEE Trans. Geosci. Remote. Sens., 2011

Monitoring Temperate Glacier Displacement by Multi-Temporal TerraSAR-X Images and Continuous GPS Measurements.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2011

A Markovian Approach for InSAR Phase Reconstruction With Mixed Discrete and Continuous Optimization.
IEEE Geosci. Remote. Sens. Lett., 2011

A symmetric scheme for building reconstruction from a couple of HR optical and SAR data.
Proceedings of the Joint Urban Remote Sensing Event, 2011

A hierarchical Markov random field for road network extraction and its application with optical and SAR data.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Extraction of water surfaces in simulated Ka-band SAR images of KaRIn on swot.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Influence of speckle filtering of Polarimetric SAR data on different classification methods.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Patch similarity under non Gaussian noise.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

2010
Building detection from high-resolution PolSAR data at the rectangle level by combining region and edge information.
Pattern Recognit. Lett., 2010

PolSAR Data Segmentation by Combining Tensor Space Cluster Analysis and Markovian Framework.
IEEE Geosci. Remote. Sens. Lett., 2010

Building detection and height retrieval in urban areas in the framework of high resolution optical and SAR data fusion.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Three dimensional reconstruction of urban areas using jointly phase and amplitude multichannel images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Morphological filtering of SAR interferometric images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Polarimetric SAR estimation based on non-local means.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

A non-local approach for SAR and interferometric SAR denoising.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Glaciermonitoring: Correlation versus texture tracking.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Change detection in a multitemporal series of radar images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Exact discrete minimization for TV+L0 image decomposition models.
Proceedings of the International Conference on Image Processing, 2010

Poisson NL means: Unsupervised non local means for Poisson noise.
Proceedings of the International Conference on Image Processing, 2010

2009
SAR Image Regularization With Fast Approximate Discrete Minimization.
IEEE Trans. Image Process., 2009

Iterative Weighted Maximum Likelihood Denoising With Probabilistic Patch-Based Weights.
IEEE Trans. Image Process., 2009

Unsupervised Synthetic Aperture Radar Image Segmentation Using Fisher Distributions.
IEEE Trans. Geosci. Remote. Sens., 2009

Joint Regularization of Phase and Amplitude of InSAR Data: Application to 3-D Reconstruction.
IEEE Trans. Geosci. Remote. Sens., 2009

Multichannel Phase Unwrapping With Graph Cuts.
IEEE Geosci. Remote. Sens. Lett., 2009

Building Detection by Fusion of Optical and SAR Features in Metric Resolution Data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Combining SAR and Optical Features in a SVM Classifier for Man-made Structures Detection.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

InSAR Permanent Scatterers Selection using SAR SVA Filtering.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

A graph-cut based algorithm for approximate MRF optimization.
Proceedings of the International Conference on Image Processing, 2009

2008
Introduction to the Issue on Remote Sensing of Human Settlements: Status and Challenges.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2008

Building Detection from High Resolution PolSAR Data by combining Region and Edge Information.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

A Regularization Approach for InSAR and Optical Data Fusion.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Joint Filtering of SAR Interferometric and Amplitude Data in Urban Areas by TV Minimization.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2007
A Fusion Scheme for Joint Retrieval of Urban Height Map and Classification From High-Resolution Interferometric SAR Images.
IEEE Trans. Geosci. Remote. Sens., 2007

A Multitemporal Method for Correction of Tropospheric Effects in Differential SAR Interferometry: Application to the Gulf of Corinth Earthquake.
IEEE Trans. Geosci. Remote. Sens., 2007

Similarity measures between SAR and optic data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

Unsupervised segmentation of SAR images using Triplet Markov fields and fisher noise distributions.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

The use of levelable regularization functions for MRF restoration of SAR images while preserving reflectivity.
Proceedings of the Computational Imaging V, San Jose, 2007

2006
Junction-aware extraction and regularization of urban road networks in high-resolution SAR images.
IEEE Trans. Geosci. Remote. Sens., 2006

Feature fusion to improve road network extraction in high-resolution SAR images.
IEEE Geosci. Remote. Sens. Lett., 2006

2005
Markov random field on region adjacency graph for the fusion of SAR and optical data in radargrammetric applications.
IEEE Trans. Geosci. Remote. Sens., 2005

Validation of a feature fusion scheme for urban DSM retrieval from high resolution SAR interferogram.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

Registering of synthetic aperture radar and optical data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

A Markovian scheme for joint retrieval of classification and height map from urban interferometric SAR images.
Proceedings of the 2005 International Conference on Image Processing, 2005

2004
A new statistical model for Markovian classification of urban areas in high-resolution SAR images.
IEEE Trans. Geosci. Remote. Sens., 2004

Merging of SAR and optical features for 3D reconstruction in a radargrammetric framework.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

Retrieval of building shapes from shadows in high resolution SAR interferometric images.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

Combination of multiple interferograms for monitoring temporal evolution of ground deformation.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

2003
Unsupervised classification of radar images using hidden Markov chains and hidden Markov random fields.
IEEE Trans. Geosci. Remote. Sens., 2003

Accuracy of fisher distributions and log-moment estimation to describe amplitude distributions of high resolution SAR images over urban areas.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

Correction of local and global tropospheric effects on differential SAR interferograms for the study of earthquake phenomena.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

2002
Road detection in dense urban areas using SAR imagery and the usefulness of multiple views.
IEEE Trans. Geosci. Remote. Sens., 2002

Road extraction from SAR images by using a graphical sketch of road.
Proceedings of the SAR Image Analysis, 2002

Matching criteria for radargrammetry.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

Interferometric SAR image coregistration based on the Fourier-Mellin invariant descriptor.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

Gamma mixture modeled with "second kind statistics": application to SAR image processing.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

Relational Graph Labelling Using Learning Techniques and Markov Random Fields.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

2000
Definition of a Spatial Entropy and its Use for Texture Discrimination.
Proceedings of the 2000 International Conference on Image Processing, 2000

1999
A first step toward automatic interpretation of SAR images using evidential fusion of several structure detectors.
IEEE Trans. Geosci. Remote. Sens., 1999

1998
Detection of linear features in SAR images: application to road network extraction.
IEEE Trans. Geosci. Remote. Sens., 1998

1997
A Graph-Based Representation to Detect Linear Features.
Proceedings of the Graph Based Representations in Pattern Recognition, 1997

Restoration of SAR Images Using Recovery of Discontinuities and Non-linear Optimization.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 1997


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