Nikolay Alexeevich Glushnev

Title: Nikolay Alexeevich Glushnev: Innovator in Document Extraction Technologies

Introduction

Nikolay Alexeevich Glushnev is an inventor based in Woodinville, WA (US). He is known for his innovative approaches to document extraction technologies. Although he currently holds no granted patents, his work in this field is noteworthy.

Latest Patent Applications

Nikolay has submitted several patent applications that showcase his expertise. One of his latest applications is titled "Document Extraction Template Induction." This method involves receiving an annotated document from a user device, which includes various labeled fields. The process utilizes a template matching algorithm to cluster the annotated document and induce a document template for that cluster. Additionally, it allows for the extraction of fields from unannotated documents based on the induced template.

Another significant application is "Machine Learning Based Document Visual Element Extraction." This method focuses on obtaining a document that contains both textual fields and visual elements. It determines the offsets of textual fields and detects visual elements using a machine learning vision model. The method assigns visual element anchor tokens and extracts structured entities from the textual fields, enhancing the document extraction process.

Conclusion

Nikolay Alexeevich Glushnev is an innovative inventor whose latest patent applications reflect his commitment to advancing document extraction technologies. His work has the potential to significantly improve how documents are processed and understood.