Controlling Color Aspects in Diffusion Models for Efficient Image Compression at Extremely Low Bitrates

This study proposes a new formulation of color guidance for diffusion models that can effectively control the global color aspect of generated images without hindering the quality of generation. The proposed fine color guidance is then applied in an image compression framework to improve fidelity and realism of compressed images at extremely low bitrates.