no code implementations • 4 Apr 2023 • Bowen Peng, Jianyue Xie, Bo Peng, Li Liu
The proposed method contributes a mixed clutter variants generation strategy and a new inference branch equipped with channel-weighted mean square error (CWMSE) loss for invariant representation learning.
1 code implementation • 11 Sep 2022 • Bowen Peng, Bo Peng, Jie zhou, Jianyue Xie, Li Liu
Toward building more robust DNN-based SAR ATR models, this article explores the domain knowledge of SAR imaging process and proposes a novel Scattering Model Guided Adversarial Attack (SMGAA) algorithm which can generate adversarial perturbations in the form of electromagnetic scattering response (called adversarial scatterers).