3 papers
cs.CV2024
Electromagnetic Scattering Kernel Guided Reciprocal Point Learning for SAR Open-Set Recognition
Xiayang Xiao, Zhuoxuan Li, Ruyi Zhang +2
The limitations of existing Synthetic Aperture Radar (SAR) Automatic Target Recognition (ATR) methods lie in their confinement by the closed-environment assumption, hindering their…
cs.CV2024
OSAD: Open-Set Aircraft Detection in SAR Images
Xiayang Xiao, Zhuoxuan Li, Haipeng Wang
Current mainstream SAR image object detection methods still lack robustness when dealing with unknown objects in open environments. Open-set detection aims to enable detectors trai…
cs.CV2024
EMWaveNet: Physically Explainable Neural Network Based on Electromagnetic Propagation for SAR Target Recognition
Zhuoxuan Li, Xu Zhang, Shumeng Yu +1
Deep learning technologies have significantly improved performance in the field of synthetic aperture radar (SAR) image target recognition compared to traditional methods. However,…