Publications

Synthetic Aperture Radar Deep Statistical Imaging Through Diffusion-Generaive-Model Conditional Inference

Published in IEEE Transactions on Geoscience and Remote Sensing, 2024

This paper applies diffusion model conditional generation to SAR imaging.

Recommended citation: Z. Wang, C. Song, Z. Jiao, B. Wang and M. Xiang, "Synthetic Aperture Radar Deep Statistical Imaging Through Diffusion-Generaive-Model Conditional Inference," in IEEE Transactions on Geoscience and Remote Sensing, doi: 10.1109/TGRS.2024.3498442. https://doi.org/10.1109/TGRS.2024.3498442

Langevin Sampling Plug-and-Play Synthetic Aperture Radar Imaging Algorithm

Published in IEEE Transactions on Geoscience and Remote Sensing, 2024

This paper improves Plug-and-Play image processing algorithm via Langevin sampling.

Recommended citation: Z. Wang, C. Song, B. Wang, X. Qiu and M. Xiang, "Langevin Sampling Plug-and-Play Synthetic Aperture Radar Imaging Algorithm," in IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. 1-15, 2024, Art no. 5222415, doi: 10.1109/TGRS.2024.3457819. https://doi.org/10.1109/TGRS.2024.3457819