Autoencoder for InSAR Phase Denoising and Compression

Garavelli, Lorenzo (2025) Autoencoder for InSAR Phase Denoising and Compression. Master's, Politecnico di Milano.

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Item URL in elib:

Document Type:

Thesis (Master's)

Title:

Autoencoder for InSAR Phase Denoising and Compression

Authors:

Authors	Institution or Email of Authors	Author's ORCID iD	ORCID Put Code
Garavelli, Lorenzo	Politecnico di Milano	UNSPECIFIED	UNSPECIFIED

DLR Supervisors:

Contribution	DLR Supervisor	Institution or E-Mail	DLR Supervisor's ORCID iD
Thesis advisor	Dell'Amore, Luca	UNSPECIFIED	https://orcid.org/0000-0002-6731-1300
Thesis advisor	Gollin, Nicola	UNSPECIFIED	https://orcid.org/0000-0003-0477-3273
Thesis advisor	Martone, Michele	UNSPECIFIED	https://orcid.org/0000-0002-4601-6599
Thesis advisor	Rizzoli, Paola	UNSPECIFIED	https://orcid.org/0000-0001-9118-2732

Date:

2025

Open Access:

Status:

Published

Keywords:

InSAR, Deep-Learning, Denoising, Autoencoders

Institution:

Politecnico di Milano

Department:

Department of Aerospace Science and Technology (DAER)

HGF - Research field:

Aeronautics, Space and Transport

HGF - Program:

Space

HGF - Program Themes:

Earth Observation

DLR - Research area:

Raumfahrt

DLR - Program:

R EO - Earth Observation

DLR - Research theme (Project):

R - AI4SAR

Location:

Oberpfaffenhofen

Institutes and Institutions:

Deposited By:

Dell Amore, Luca

Deposited On:

22 Oct 2024 11:48

Last Modified:

13 Nov 2025 16:29

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