A Deep Learning Solution for Height Estimation on a Forested Area Based on Pol-TomoSAR Data

Author:

Yang Wenyu1ORCID,Vitale Sergio1ORCID,Aghababaei Hossein2ORCID,Ferraioli Giampaolo3ORCID,Pascazio Vito1ORCID,Schirinzi Gilda1ORCID

Affiliation:

1. Dipartimento di Ingegneria, Università degli Studi di Napoli “Parthenope,”, Naples, Italy

2. Department of Earth Observation Science, Faculty of Geo-Information Science and Earth Observation, University of Twente, Enschede, The Netherlands

3. Dipartimento di Scienze e Tecnologie, Università degli Studi di Napoli “Parthenope,”, Naples, Italy

Funder

Italian Space Agency (ASI) through “MEFISTO—Metodi di Elaborazione di dati SAR multi-Frequenza per Il monitoraggio del disseSTO idrogeologico” within the Framework of BANDO

“Studio di nuovi metodi e tecniche basati sull’utilizzo di dati sar multimissione/multifrequenza”

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Earth and Planetary Sciences,Electrical and Electronic Engineering

Cited by 5 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Classical and AI Based SAR Tomography: A Comparison in Urban Application;IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium;2024-07-07

2. Analysis of A Deep Learning Solution for Tomosar Forest Reconstruction;IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium;2024-07-07

3. Separation of Ground and Volume Scattering in Multibaseline Polarimetric SAR Data and Its Application in DTM and CHM Inversion;IEEE Transactions on Geoscience and Remote Sensing;2024

4. A Deep-Learning Approach for SAR Tomographic Imaging of Forested Areas;IEEE Geoscience and Remote Sensing Letters;2023

5. A Deep Learning Solution for Height Inversion on Forested Areas Using Single and Dual Polarimetric TomoSAR;IEEE Geoscience and Remote Sensing Letters;2023

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