Enhancing Perceptual Quality of Wireless Image Transmission Using Diffusion-Aided Joint Source-Channel Coding

The proposed DiffJSCC framework leverages pre-trained text-to-image diffusion models to significantly enhance the perceptual quality of images transmitted over wireless channels, especially under poor channel conditions and limited bandwidth.