Complex-Valued End-to-End Deep Network With Coherency Preservation for Complex-Valued SAR Data Reconstruction and Classification

Author:

Mohammadi Asiyabi Reza1ORCID,Datcu Mihai1ORCID,Anghel Andrei1ORCID,Nies Holger2ORCID

Affiliation:

1. Center for Spatial Information (CEOSpaceTech), University POLITEHNICA of Bucharest (UPB), Bucharest, Romania

2. Center for Sensor Systems (ZESS), University of Siegen, Siegen, Germany

Funder

European Union’s Horizon 2020 Research and Innovation Programme

Marie Skłodowska-Curie

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Earth and Planetary Sciences,Electrical and Electronic Engineering

Reference64 articles.

1. Classification of polarimetric SAR data by complex valued neural networks;hänsch;Proc ISPRS Workshop High-Resolution Earth Imag Geospatial Inf,2009

2. High-resolution representations for labeling pixels and regions;sun;arXiv 1904 04514,2019

3. Complex-Valued Convolutional Neural Network and Its Application in Polarimetric SAR Image Classification

4. S1SLC_CVDL: A complex-valued annotated single look complex Sentinel-1 SAR dataset for complex-valued deep networks;reza mohammadi asiyabi;IEEE Dataport,2023

5. Complex-Valued Convolutional Autoencoder and Spatial Pixel-Squares Refinement for Polarimetric SAR Image Classification

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