Deep learning for SAR image processing

#radar #remote-sensing #SAR #machine-learning #Speckle #deep-learning #supervised-learning #unsupervised-learning
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https://teams.microsoft.com/meet/4678834666537?p=DtQqxulXEMPzdt1nan

🚨 Upcoming Expert Talk 🚨
We are excited to announce our next expert talk jointly organized by the IEEE GRSS Madras Chapter and the Institute of Remote Sensing (IRS), College of Engineering Guindy, Anna University.
🎙️ Talk Title:
Deep Learning for SAR Image Processing
👩‍🏫 Speaker: Dr. Florence Tupin
Professor at Télécom Paris, Images Team of the LTCI Laboratory
🗓️ Date: June 24, 2025 (Tuesday)
🕒 Time: 2:00 PM (IST)
🔍 About the Talk:
Synthetic Aperture Radar (SAR) plays a critical role in Earth observation. However, speckle noise can severely affect data usability. This session will highlight cutting-edge deep learning-based speckle reduction methods, spanning supervised and semi-supervised learning techniques across mono- and multi-channel SAR datasets. Dr. Tupin will also discuss improvements in image quality and support applications like segmentation and height estimation.
🧠 Speaker Bio:
Prof. Florence Tupin (Senior Member, IEEE) is a leading researcher in SAR image processing with over 200 publications.

🔗 Register Now: https://lnkd.in/gcGwPwxK
📲 Join the Session: https://lnkd.in/gDKgwK3A

We invite all students, researchers, and professionals in the geospatial and remote sensing domains to attend this enriching session.


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  • Starts 12 June 2025 06:30 PM UTC
  • Ends 22 June 2025 06:30 PM UTC
  • No Admission Charge

  Speakers

Florence Tupin of Head of Image, Data and Signal Department, LTCI Télécom Paris, Institut Polytechnique de Paris

Topic:

Deep learning for SAR image processing

Biography:

Florence Tupin (Senior Member, IEEE) received the engineering degree and the Ph.D. degree in signal and image processing from Ecole Nationale Superieure des Telecommunications (ENST), Paris, France, in 1994 and 1997, respectively, and the Habilitation a Diriger des Recherches degree from the University of Rennes, France, in 2007. From 1997 to 1998, she was with SAGEM, Paris, France, where she worked on fingerprint recognition. She is currently a Professor of image and signal processing with LTCI, Télécom Paris, Paris, France. From 2014 to 2020, she was the Head of the Image, Modeling, Analysis, GEometry,and Synthesis Team of LTCI. Since 2020 she has been deputy director of LTCI lab and since 2024 she has been head of the Image, Data, Signal department of Télécom Paris.
She has coauthored more than 200 papers. Her research interests include image processing and analysis, especially for remote sensing and synthetic aperture radar imaging applications, and earth observation. Pr. Tupin has been a member of several international and national technical conference committees since 2003. She was the Chair of the Urban Remote Sensing Joint Event held in Paris in 2007. She was an Associate Editor for the IEEE Transactions on Geoscience and Remote Sensing from 2007 to 2016. She was the recipient of several awards, among them the IEEE GRSS Transactions Prize Paper Award in 2016 and the IEEE GRSS Symposium Prize Paper Award in 2022 for works on speckle filtering.

Email:

Address:France




Agenda

🗓️ Agenda

  • Welcome & Speaker Introduction
    Dr. M. Surendar
    Co-Chair, IEEE GRSS Madras Chapter

  • Expert Talk
    Dr. Florence Tupin
    Professor at Télécom Paris, Images Team of the LTCI Laboratory

  • Vote of Thanks
    Dr. Shoba Periasamy
    Treasurer, IEEE GRSS Madras Chapter