3 papers
cs.CV2024★ 1 cited
X-Fake: Juggling Utility Evaluation and Explanation of Simulated SAR Images
Zhongling Huang, Yihan Zhuang, Zipei Zhong +3
SAR image simulation has attracted much attention due to its great potential to supplement the scarce training data for deep learning algorithms. Consequently, evaluating the quali…
cs.CV2023
Physics Inspired Hybrid Attention for SAR Target Recognition
Zhongling Huang, Chong Wu, Xiwen Yao +3
There has been a recent emphasis on integrating physical models and deep neural networks (DNNs) for SAR target recognition, to improve performance and achieve a higher level of phy…
eess.IV2023
Explainable, Physics Aware, Trustworthy AI Paradigm Shift for Synthetic Aperture Radar
Mihai Datcu, Zhongling Huang, Andrei Anghel +2
The recognition or understanding of the scenes observed with a SAR system requires a broader range of cues, beyond the spatial context. These encompass but are not limited to: imag…