High Perceptual Quality Wireless Image Delivery with Denoising Diffusion Models
The method combines DeepJSCC for efficient image transmission with a Denoising Diffusion Probabilistic Model (DDPM) at the receiver to enhance perceptual quality over noisy wireless channels. The scheme transmits a lower-resolution version of the image, which the generative model then refines, leading to significantly better reconstructed images.