SAR Automatic Target Recognition Method Based on Multi-Stream Complex-Valued Networks. Abstract: In synthetic aperture radar automatic target recognition (SAR-ATR), target information is usually propagated and reserved in complex-valued form, namely, magnitude information and phase information.
May 23, 2022
Abstract ; Publication: IEEE Transactions on Geoscience and Remote Sensing ; Pub Date: 2022 ; DOI: 10.1109/TGRS.2022.3177323 ; Bibcode: 2022ITGRS..6077323Z.
To overcome this limitation, this paper proposes a multi-stream feature fusion SAR target recognition method based on complex-valued operations, called MS- ...
In this paper, an object recognition approach for synthetic aperture radar (SAR) images is addressed, which is based on the enhanced kernel sparse ...
A multi-task learning strategy is used in the proposed method, which combines the physical scattering characteristics of complex SAR images for target ...
May 23, 2022 · In synthetic aperture radar automatic target recognition (SAR-ATR), target information is usually propagated and reserved in complex-valued ...
The code in this toolbox implements the "SAR Automatic Target Recognition Method based on Muliti-Stream Complex-Valued Networks" in IEEE Transactions on ...
Therefore, we propose a novel SAR ATR method that combines electromagnetic scattering information and graph convolutional network (GCN) effectively and directly ...
To address these issues, this paper proposes a novel SAR target recognition method called KDNets based on information dissemination networks (IDNets) and ...
General synthetic aperture radar (SAR) image automatic target recognition (ATR) methods perform well under standard operation conditions (SOCs).