Semi-Supervised SAR ATR Framework with Transductive Auxiliary Segmentation

no code implementations • 31 Aug 2023 • Chenwei Wang, Xiaoyu Liu, Yulin Huang, Siyi Luo, Jifang Pei, Jianyu Yang, Deqing Mao

The recognition performance of 94. 18\% can be achieved under 20 training samples in each class with simultaneous accurate segmentation results.

Few-Shot Learning Inductive Bias +1

SAR Target Image Generation Method Using Azimuth-Controllable Generative Adversarial Network

no code implementations • 10 Aug 2023 • Chenwei Wang, Jifang Pei, Xiaoyu Liu, Yulin Huang, Deqing Mao, Yin Zhang, Jianyu Yang

The similarity discriminator can differentiate the generated SAR target images from the real SAR images to ensure the accuracy of the generated, while the azimuth predictor measures the difference of azimuth between the generated and the desired to ensure the azimuth controllability of the generated.

Generative Adversarial Network Image Generation