SAR-NeRF: Neural Radiance Fields for Synthetic Aperture Radar Multi-View Representation

no code implementations • 11 Jul 2023 • Zhengxin Lei, Feng Xu, Jiangtao Wei, Feng Cai, Feng Wang, Ya-Qiu Jin

SAR images are highly sensitive to observation configurations, and they exhibit significant variations across different viewing angles, making it challenging to represent and learn their anisotropic features.

Few-Shot Learning Image Generation

Reciprocal Translation between SAR and Optical Remote Sensing Images with Cascaded-Residual Adversarial Networks

no code implementations • 24 Jan 2019 • Shilei Fu, Feng Xu, Ya-Qiu Jin

This paper attempts to develop machine intelligence that are trainable with large-volume co-registered SAR and optical images to translate SAR image to optical version for assisted SAR image interpretation.

Translation

Translating SAR to Optical Images for Assisted Interpretation

no code implementations • 8 Jan 2019 • Shilei Fu, Feng Xu, Ya-Qiu Jin

This paper attempts to develop machine intelligence that are trainable with large-volume co-registered SAR and optical images to translate SAR image to optical version for assisted SAR interpretation.

Translation

SAR Image Colorization: Converting Single-Polarization to Fully Polarimetric Using Deep Neural Networks

no code implementations • 22 Jul 2017 • Qian Song, Feng Xu, Ya-Qiu Jin

Both qualitative and quantitative experiments with real fully polarimetric data are conducted to show the efficacy of the proposed method.

Colorization Image Colorization