The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Jul. 28, 2026
Filed:
Feb. 24, 2022
Microsoft Technology Licensing, Llc, Redmond, WA (US);
Bei Liu, Redmond, WA (US);
Jianlong Fu, Beijing, CN;
Microsoft Technology Licensing, LLC, Redmond, WA (US);
Abstract
According to implementations of the present disclosure, a solution for cross-modal processing is provided. In this solution, a set of visual features of a training image is extracted according to a visual feature extraction sub-model in a target model. Each visual feature is corresponding to a pixel block in the training image. A set of visual semantic features corresponding to the set of visual features is determined based on a visual semantic dictionary. A set of text features of a training text corresponding to the training image is extracted according to a text feature extraction sub-model in the target model. Each text feature is corresponding to at least one word in the training text. The target model is trained based on the set of visual semantic features and the set of text features to determine association information between an input text and an input image.