127 citations · 222 across the 3 of their papers we have counts for
3 papers
Physically Explainable CNN for SAR Image Classification
Zhongling Huang, Xiwen Yao, Ying Liu +3
Integrating the special electromagnetic characteristics of Synthetic Aperture Radar (SAR) in deep neural networks is essential in order to enhance the explainability and physics aw…
Classification of Large-Scale High-Resolution SAR Images with Deep Transfer Learning
Zhongling Huang, Corneliu Octavian Dumitru, Zongxu Pan +2
The classification of large-scale high-resolution SAR land cover images acquired by satellites is a challenging task, facing several difficulties such as semantic annotation with e…
Dialectical GAN for SAR Image Translation: From Sentinel-1 to TerraSAR-X
Dongyang Ao, Corneliu Octavian Dumitru, Gottfried Schwarz +1
Contrary to optical images, Synthetic Aperture Radar (SAR) images are in different electromagnetic spectrum where the human visual system is not accustomed to. Thus, with more and…