Patents by Inventor Abi Komma

Abi Komma has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Machine Learned Structured Data Extraction From Document Image
    Publication number: 20210271872
    Abstract: A document transcription application receives an image of a document that comprises structured data. The document transcription application performs optical character recognition upon the image of the document to produce a block of text. The document transcription application applies the block of text to a first machine learning model to determine a heat map for a class of data in the structured data in the image of the document. The document transcription application applies the image of the document and the heat map to a second machine learning model to identify a region of the image of the document representing the class of data. The document transcription application generates, using the identified region and the block of text, a structured data file.
    Type: Application
    Filed: March 1, 2021
    Publication date: September 2, 2021
    Inventors: Himaanshu Gupta, Xuewen Zhang, Jingchen Liu, Abi Komma, Anupam Dikshit, Mridul Gupta, Zejun Huang