Xiao Yang

Title: The Innovations of Inventor Xiao Yang

Introduction

Xiao Yang is a prominent inventor based in San Jose, California. She has made significant contributions to the field of electronic document processing, particularly in the area of semantic page segmentation. With a total of 2 patents, her work has garnered attention for its innovative approach to categorizing text regions in electronic documents.

Latest Patents

Xiao Yang's latest patents focus on the semantic page segmentation of vector graphics documents. The disclosed systems and methods categorize text regions of an electronic document into document object types based on a combination of semantic information and appearance information. A page segmentation application executing on a computing device provides a textual feature representation and a visual feature representation to a neural network. This application identifies a correspondence between the location of a set of pixels in the electronic document and a location of a particular document object type in an output page segmentation. Furthermore, it outputs a classification of the set of pixels as being the particular document object type based on the identified correspondence.

Another patent by Xiao Yang also addresses semantic page segmentation of vector graphics documents. This system categorizes text regions based on semantic and appearance information. The page segmentation application accesses textual feature representations that represent text portions in a vector space, mapping a set of pixels from the page to a textual feature representation. It generates a visual feature representation corresponding to the appearance of a document portion by applying a neural network to the electronic document. The application ultimately generates an output page segmentation by applying the neural network to both the textual and visual feature representations.

Career Highlights

Xiao Yang is currently employed at Adobe, Inc., where she continues to innovate in the field of document processing. Her work has been instrumental in enhancing the capabilities of electronic document management systems.

Collaborations

Xiao Yang has collaborated with notable colleagues, including Paul John Asente and Mehmet Yumer. These collaborations have further enriched her research and development efforts.

Conclusion

Xiao Yang's contributions to the field of electronic document processing through her innovative patents demonstrate her expertise and commitment to advancing technology. Her work at Adobe, Inc. continues to influence the way we interact with electronic documents.