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Florence Tupin

Florence Tupin

D-Index & Metrics

Computer Science

D-Index
42
Citations
9111
World Ranking
8270
National Ranking
190

Overview

Florence Tupin is affiliated with Télécom ParisTech in France. Their research primarily spans the fields of Engineering and Computer Science, with significant focus on Aerospace Engineering and Computer Vision and Pattern Recognition among their subfields.

The scientist's work covers several topics including:

  • Image and Signal Denoising Methods
  • Synthetic Aperture Radar (SAR) Applications and Techniques
  • Advanced SAR Imaging Techniques
  • Seismic Imaging and Inversion Techniques
  • Remote-Sensing Image Classification
  • Advanced Image Fusion Techniques
  • Advanced Image Processing Techniques

Recent publications by Florence Tupin include:

  • SAR2SAR: A Semi-Supervised Despeckling Algorithm for SAR Images, 2021, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
  • From Interferometric to Tomographic SAR: A Review of Synthetic Aperture Radar Tomography-Processing Techniques for Scatterer Unmixing in Urban Areas, 2020, IEEE Geoscience and Remote Sensing Magazine
  • As If by Magic: Self-Supervised Training of Deep Despeckling Networks With MERLIN, 2021, IEEE Transactions on Geoscience and Remote Sensing
  • Multitemporal Speckle Reduction With Self-Supervised Deep Neural Networks, 2023, IEEE Transactions on Geoscience and Remote Sensing
  • Narrow River Extraction From SAR Images Using Exogenous Information, 2021, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Frequent co-authors collaborating with Florence Tupin include:

  • Laurent Denis
  • Emanuele Dalsasso
  • Inès Meraoumia
  • Nicolas Gasnier
  • Gilda Schirinzi

Florence Tupin has a presence in multiple reputable publication venues, notably:

  • arXiv (Cornell University)
  • IEEE Transactions on Geoscience and Remote Sensing
  • IEEE Geoscience and Remote Sensing Letters
  • IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium
  • IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Best Publications

  • Iterative Weighted Maximum Likelihood Denoising With Probabilistic Patch-Based Weights

    C.-A. Deledalle;L. Denis;F. Tupin

  • Detection of linear features in SAR images: application to road network extraction

    F. Tupin;H. Maitre;J.-F. Mangin;J.-M. Nicolas

  • SAR-SIFT: A SIFT-LIKE ALGORITHM FOR SAR IMAGES

    Flora Dellinger;Julie Delon;Yann Gousseau;Julien Michel

  • A new statistical model for Markovian classification of urban areas in high-resolution SAR images

    C. Tison;J.-M. Nicolas;F. Tupin;H. Maitre

  • NL-SAR: A Unified Nonlocal Framework for Resolution-Preserving (Pol)(In)SAR Denoising

    Charles-Alban Deledalle;Loïc Denis;Florence Tupin;Andreas Reigber

  • Time series analysis of Mexico City subsidence constrained by radar interferometry

    Penélope López-Quiroz;Penélope López-Quiroz;Marie-Pierre Doin;Florence Tupin;Pierre Briole

  • NL-InSAR: Nonlocal Interferogram Estimation

    Charles-Alban Deledalle;Loïc Denis;Florence Tupin

  • Unsupervised classification of radar images using hidden Markov chains and hidden Markov random fields

    R. Fjortoft;Y. Delignon;W. Pieczynski;M. Sigelle

  • Exploiting Patch Similarity for SAR Image Processing: The nonlocal paradigm

    Charles-Alban Deledalle;Loic Denis;Giovanni Poggi;Florence Tupin

  • How to Compare Noisy Patches? Patch Similarity Beyond Gaussian Noise

    Charles-Alban Deledalle;Loïc Denis;Florence Tupin

  • MuLoG, or How to Apply Gaussian Denoisers to Multi-Channel SAR Speckle Reduction?

    Charles-Alban Deledalle;Loic Denis;Sonia Tabti;Florence Tupin

  • Detection of building outlines based on the fusion of SAR and optical features

    F Tupin;M Roux

  • Road detection in dense urban areas using SAR imagery and the usefulness of multiple views

    F. Tupin;B. Houshmand;M. Datcu

  • Junction-aware extraction and regularization of urban road networks in high-resolution SAR images

    M. Negri;P. Gamba;G. Lisini;F. Tupin

  • Poisson NL means: Unsupervised non local means for Poisson noise

    Charles-Alban Deledalle;Florence Tupin;Loic Denis

  • Mexico City Subsidence Measured by InSAR Time Series: Joint Analysis Using PS and SBAS Approaches

    Yajing Yan;M. P. Doin;P. Lopez-Quiroz;F. Tupin

  • A first step toward automatic interpretation of SAR images using evidential fusion of several structure detectors

    F. Tupin;I. Bloch;H. Maitre

  • CARRADA Dataset: Camera and Automotive Radar with Range- Angle- Doppler Annotations

    Arthur Ouaknine;Alasdair Newson;Julien Rebut;Florence Tupin

  • SAR2SAR: A Semi-Supervised Despeckling Algorithm for SAR Images

    Emanuele Dalsasso;Loic Denis;Florence Tupin

  • SAR Image Regularization With Fast Approximate Discrete Minimization

    L. Denis;F. Tupin;J. Darbon;M. Sigelle

  • Extraction and Three-Dimensional Reconstruction of Isolated Buildings in Urban Scenes From High-Resolution Optical and SAR Spaceborne Images

    H. Sportouche;F. Tupin;L. Denise

  • Feature fusion to improve road network extraction in high-resolution SAR images

    G. Lisini;C. Tison;F. Tupin;P. Gamba

Frequent Co-Authors

Loïc Denis
Loïc Denis Jean Monnet University
Yann Gousseau
Yann Gousseau Télécom ParisTech
Marie-Pierre Doin
Marie-Pierre Doin Grenoble Alpes University
Pierre Briole
Pierre Briole École Normale Supérieure
Roberto M. Cesar
Roberto M. Cesar Universidade de São Paulo
Paolo Gamba
Paolo Gamba University of Pavia
Isabelle Bloch
Isabelle Bloch Télécom ParisTech
Jean-François Mangin
Jean-François Mangin University of Paris-Saclay

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