FACIAL IMAGE EDITING AND ENHANCEMENT USING A PERSONALIZED PRIOR: abstract simplified (18334700)

• This abstract for appeared for patent application number 18334700 Titled 'FACIAL IMAGE EDITING AND ENHANCEMENT USING A PERSONALIZED PRIOR'

Simplified Explanation

This abstract describes a technology that uses a set of images of a specific person to create a personalized reference for a generative model. This reference helps the model to generate images that accurately reflect the identifying features of the person when editing their images. The technology can be used for tasks like filling in missing parts of an image, enhancing resolution, or reducing blurriness.

Original Abstract Submitted

Systems and methods for identifying a personalized prior within a generative model's latent vector space based on a set of images of a given subject. In some examples, the present technology may further include using the personalized prior to confine the inputs of a generative model to a latent vector space associated with the given subject, such that when the model is tasked with editing an image of the subject (e.g., to perform inpainting to fill in masked areas, improve resolution, or deblur the image), the subject's identifying features will be reflected in the images the model produces.