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:
Oct. 14, 2025
Filed:
Sep. 08, 2023
Hong Kong Applied Science and Technology Research Institute Company Limited, Hong Kong, HK;
Wai Kai Arvin Tang, Hong Kong, HK;
Sergio Rodolfo Cruz Gomez, Hong Kong, HK;
Abstract
The present invention provides an apparatus for producing labelled cursive handwritten text samples with context style variability, and method of training and using the same. The apparatus comprises: a word embedding units configured for encoding an input text to obtain an input text word embedding; a word embedding unit configured for encoding a handwriting context style description into a context style description embedding; a transformer configured for transforming the context style description embedding to obtain a handwriting context style feature embedding; a feature embedding combiner configured for combining the handwriting context style feature embedding and the input text word embeddings to form a combined feature embedding; a generator configured for generating a synthetic image containing characters occurred in the input text with the handwriting context style defined in the handwriting context style description and context style variability introduced by the generator.