The United States Patent and Trademark Office (USPTO) has granted Adobe Inc. patent US12586364B2 for a novel image processing system. This patent details a method for image personalization that utilizes a pretrained diffusion model. The system includes a style encoder network that generates a style vector from a target style image, which is then used by a diffusion model to create a synthetic image incorporating that style. The style encoder and diffusion model are trained independently.

This patent grant is primarily relevant for intellectual property management and innovation tracking within the AI and image processing sectors. While it does not impose direct compliance obligations on regulated entities, it signifies a technological advancement in AI-driven image generation and personalization. Companies operating in the AI, software, and digital media spaces, particularly those developing or utilizing diffusion models for creative applications, should be aware of this patent as it pertains to their intellectual property landscape.