Category Archives: Projets2019
From natural images to SAR images for edge detection
Context: SAR images can be acquired all time (day and night and whatever the weather) which is a real advantage for tropical areas. Nevertheless the signal is affected by speckle noise which induces strong fluctuations. Edge detection in such situations … Continue reading
Denoising of SAR image by CNN without clean images
Context: SAR images can be acquired all time (day and night and whatever the weather) which is a real advantage for tropical areas. Nevertheless the signal is affected by speckle noise which induces strong fluctuations. Project: The recent Noise2Noise framework … Continue reading
Denoising of SAR image by denoiser combination learning
Context: SAR images can be acquired all time (day and night and whatever the weather) which is a real advantage for tropical areas. Nevertheless the signal is affected by speckle noise which induces strong fluctuations. Project: Mulitple SAR denoisers have … Continue reading
Denoising of multi-temporal SAR stacks
Context: SAR images can be acquired all time (day and night and whatever the weather) which is a real advantage for tropical areas. Nevertheless the signal is affected by speckle noise which induces strong fluctuations. Nowadays thanks to new constellation, … Continue reading
Detection of hydrological networks in SAR images with U-net
Context: SAR images can be acquired all time (day and night and whatever the weather) which is a real advantage for tropical areas. Nevertheless the signal is affected by speckle noise which induces strong fluctuations. Hydrological networks usually appear as … Continue reading
Sample Project
Projects shall be announced here by mid February. Project assignments shall be announced before the end of February taking your preferred choices into account.
Exploitation de données optique et SAR pour la reconstruction 3D en milieu urbain
Encadrants : Florence Tupin, Clément Rambour Email : florence.tupin@telecom-paristech.fr Description : Contexte : Les données SAR (radar à ouverture de synthèse) permettent d’enregistrer le champ électro-magnétique rétro-diffusé par les éléments à la surface du sol. Ce champ se présente sous … Continue reading
