This inventor holds 2 USPTO granted patents. Top assignee: Meta Platforms, Inc.. Active years: 2019.
Company Filing History:
Years Active: 2019
Title: Innovations by Xiaolu Xiong in Document Authentication
Introduction
Xiaolu Xiong is an accomplished inventor based in Arlington, MA (US). She has made significant contributions to the field of document authentication through her innovative patents. With a total of 2 patents, her work focuses on utilizing advanced technologies to enhance the security and reliability of identification documents.
Latest Patents
Xiaolu Xiong's latest patents include groundbreaking methods for the classification and authentication of identification documents using convolutional neural networks. The first patent describes a method to determine the authenticity of a physical identification document. An authentication manager receives an image of the document and extracts a set of characteristics from it. The manager then determines the class of the document based on these characteristics and applies a convolution kernel to generate a feature map. A score is calculated based on this feature map, indicating the likelihood that the document is valid. The authentication manager provides an indication of authenticity based on this score.
The second patent outlines a system and method for classifying and authenticating ID documents using machine learning techniques. This system can automatically classify, authenticate, and extract data from documents using artificial intelligence (AI) for image recognition. The machine learning techniques employed include convolutional neural networks, which can also determine the authenticity of other documents such as currency, stamps, and invoices.
Career Highlights
Xiaolu Xiong is currently employed at Meta Platforms, Inc., where she continues to develop innovative solutions in the field of document authentication. Her work is instrumental in enhancing the security measures associated with identification documents.
Collaborations
Xiaolu collaborates with talented individuals such as David Thor and Michael Muesch, contributing to a dynamic and innovative work environment.
Conclusion
Xiaolu Xiong's contributions to the field of document authentication through her patents demonstrate her expertise and commitment to innovation. Her work at Meta Platforms, Inc. continues to pave the way for advancements in security technology.