Peng Chu

Frequency-enhanced diffusion prior network for joint SAR image despeckling and super-resolution

A novel two-stage cascaded deep learning framework for high-quality SAR image reconstruction that sequentially integrates a window-based Transformer denoising subnet and a diffusion-driven super-resolution subnet via a learnable projection matrix provides an effective lightweight solution for high-precision SAR reconst...