Patents by Inventor José Pablo Romero VALLE

José Pablo Romero VALLE 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).

  • Publication number: 20240135739
    Abstract: Disclosed is a method of classifying a document for a straight-through processing (STP) using memory enabled modelling. The method includes receiving, performing a content extraction from the input image, and selecting a template with the highest matching probability from a database. The method further includes postprocessing the extracted content based on the predicted template and validating the extracted content. Thereafter, the method includes classifying the document for the STP if the extracted content is successfully validated corresponding to each of the image quality validation, the refined content extraction validation, and the layout validation.
    Type: Application
    Filed: September 25, 2023
    Publication date: April 25, 2024
    Inventors: Dasaprakash KRISHNAMURTHY, José Pablo ROMERO VALLE, Carlos BARRANQUERO DÍEZ, Miguel ROCA GARCÍA
  • Publication number: 20230334885
    Abstract: A system to classify image of a document using neural network architecture is provided. The system includes a storage device storing the image derived from the document having text information. The system includes a document importer operable to perform optical character recognition to convert image data in the image to machine readable data. The system includes a neural network that perform semantic enrichment and positional context for the terms of interest present in the image. The neural network is configured to take as input the machine-readable data and the image and combine both the machine-readable data and the image to classify the image of the document based on the positional context of the terms of interest.
    Type: Application
    Filed: August 2, 2022
    Publication date: October 19, 2023
    Inventors: Dasaprakash KRISHNAMURTHY, José Pablo Romero VALLE, Álvaro Hernández HERNÁNDEZ