Aug 7, 2020 � After testing with actual data, it is proved that the SCS-GAN has faster clutter removal speed, stronger generalization ability, and at the same�...
After testing with actual data, it is proved that the SCS-GAN has faster clutter removal speed, stronger generalization ability, and at the same time marine�...
Aug 18, 2020 � After testing with actual data, it is proved that the SCS-GAN has faster clutter removal speed, stronger generalization ability, and at the same�...
Sea clutter suppression generative adversarial network (SCS-GAN) is designed and employed for marine radar plan-position indicator (PPI) images detection [31].
People also ask
How do you adjust sea clutter in radar?
How does sea clutter affect the detection of targets on the radar screen display?
What is sea clutter on radar?
What is the purpose of the anti clutter sea control on the radar?
... sea clutter suppression algorithm based on SCS-GAN includes two stages: offline training stage 1)-5) and testing stage 6)-8). The flowchart is shown in Fig.
After Radar-PPInet, the sea clutter can be further suppressed by fusion of the multi-frame PPI image detection results. Following the idea of the target track�...
Sea Clutter Suppression for Radar PPI Images Based on SCS-GAN. IEEE Geoscience and Remote Sensing Letters. 2021-11 | Journal article. DOI: 10.1109/LGRS�...
Jun 24, 2024 � The study investigates how GANs can generate synthetic radar datasets, aiding in model training when actual data is scarce, and how VAEs�...
ABSTRACT. This research provides a detailed examination of how deep learning significantly improves radar accuracy. By integrating advanced.
Abstract—Marine radar is widely employed in ocean moni- toring systems. However, the presence of sea clutter and noise significantly hampers the detection�...