Patent ID: 11874902
Assignee: ADOBE INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 13:
14. A computer program product including one or more non-transitory machine-readable mediums encoded with instructions that when executed by one or more processors cause a process to be carried out for image searching, the process comprising:
receiving a source image and a text query defining a target image attribute;
decomposing the source image into an image content feature vector and an image style feature vector, wherein style is descriptive of content;
decomposing the text query into a text content feature vector and a text style feature vector;
composing a global style feature vector based on the text style feature vector and the image style feature vector;
composing a global content feature vector based on the text content feature vector and the image content feature vector;
calculating a residual offset between the global content feature vector and the global style feature vector;
normalizing the residual offset to produce a target composite feature vector; and
identifying a target image that relates to the target composite feature vector so that the target image relates to the target image attribute, wherein style features of the image style feature vector that are unchanged by the text query are preserved in the target image.