A Deep-Learning Approach for SAR Tomographic Imaging of Forested Areas

Author:

Berenger Zoé1ORCID,Denis Loïc2ORCID,Tupin Florence1ORCID,Ferro-Famil Laurent3ORCID,Huang Yue4ORCID

Affiliation:

1. LTCI, Télécom Paris, Institut Polytechnique de Paris, Palaiseau, France

2. Laboratoire Hubert Curien, UMR 5516, CNRS, Institut d’Optique Graduate School, Université de Lyon, UJM-Saint-Étienne, Saint-Étienne, France

3. ISAE-SUPAERO and CESBIO, University of Toulouse, Toulouse, France

4. CESBIO, University of Toulouse, Toulouse, France

Funder

Futur and Ruptures Ph.D. Program of the Fondation Mines-Telecom

project ASTRAL

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Geotechnical Engineering and Engineering Geology

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. Tomographic SAR imaging via generative adversarial neural network with cascaded U‐Net architecture;Electronics Letters;2024-09

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. Deep-Learning-Based View Interpolation Toward Improved TomoSAR Focusing;IEEE Geoscience and Remote Sensing Letters;2024

5. Applying Deep Learning to P-Band SAR Tomographic Imaging in Preparation for the Future Biomass Mission;IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium;2023-07-16

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