Search Results for author: Manoochehr Shirzaei

Found 3 papers, 0 papers with code

Leveraging power of deep learning for fast and efficient elite pixel selection in time series SAR interferometry

no code implementations26 Feb 2024 Ashutosh Tiwari, Nitheshnirmal Sadhashivam, Leonard O. Ohenhen, Manoochehr Shirzaei

With significantly reduced time computation (order of minutes) and improved selection of elite pixels, the proposed models can efficiently process long InSAR time series stacks and generate rapid deformation maps.

Time Series

Surface Deformation of New York City from Multitemporal Interferometric Analysis of Sentinel-1 SAR Datasets

no code implementations26 Jul 2023 Manoochehr Shirzaei

Sentinel-1, the Synthetic Aperture Radar (SAR) mission operated by the European Space Agency (ESA) as part of the Copernicus program, provides Free and Open Data with global coverage, transforming our ability to monitor subtle changes in land surface elevation due to natural and anthropogenic process.

Time Series

A Kalman Filter Framework for Resolving 3D Displacement Field Time Series By Combining Multitrack Multitemporal InSAR and GNSS Horizontal Velocities

no code implementations7 Mar 2023 Manoochehr Shirzaei

The availability of Synthetic Aperture Radar (SAR) data from different sensors and observation of the Global Navigation Satellite System (GNSS) has been growing worldwide.

Time Series Time Series Analysis

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