18064710. MULTI-MODE IDENTIFICATION OF DOCUMENT LAYOUTS simplified abstract (SAP SE)
Contents
MULTI-MODE IDENTIFICATION OF DOCUMENT LAYOUTS
Organization Name
Inventor(s)
Manuel Zeise of Karlsruhe (DE)
MULTI-MODE IDENTIFICATION OF DOCUMENT LAYOUTS - A simplified explanation of the abstract
This abstract first appeared for US patent application 18064710 titled 'MULTI-MODE IDENTIFICATION OF DOCUMENT LAYOUTS
Simplified Explanation: The patent application describes a method for identifying document layouts using multiple modes of identification. This involves analyzing layout characteristics of a document, comparing them to predefined layouts, and performing document processing operations based on the identified layout.
Key Features and Innovation:
- Determining layout characteristics of a document, such as spatial positions and numeric representations of document features.
- Generating an aggregated similarity score by comparing these characteristics to predefined layouts.
- Identifying the layout of the document based on the similarity score meeting a threshold.
- Performing document processing operations based on the identified layout.
Potential Applications: This technology can be applied in document management systems, automated document processing, and content analysis tools.
Problems Solved: This method addresses the challenge of efficiently identifying and processing various document layouts, improving document organization and analysis.
Benefits:
- Streamlines document processing operations.
- Enhances accuracy in identifying document layouts.
- Improves efficiency in content analysis and management.
Commercial Applications: The technology can be utilized in industries such as legal, financial, and administrative sectors for automating document processing tasks and improving workflow efficiency.
Prior Art: Prior research in document layout analysis and recognition systems can provide insights into similar technologies and approaches.
Frequently Updated Research: Stay updated on advancements in document layout recognition systems, artificial intelligence in document processing, and content analysis tools.
Questions about Document Layout Identification: 1. How does this method improve upon existing document layout recognition systems? 2. What are the potential challenges in implementing this technology in real-world document processing systems?
Original Abstract Submitted
A method is provided for multi-mode identification of document layouts. The method may include determining, based on a received document, a plurality of layout characteristics including a spatial position of one or more document features included in the received document and/or a numeric representation of the one or more document features included in the received document. The method may include generating an aggregated similarity score by at least comparing the plurality of layout characteristics to a first plurality of predefined layout characteristics of a first predefined layout of a plurality of predefined layouts. The method may further include identifying a layout of the received document as the first predefined layout of the plurality of predefined layouts based on the aggregated similarity score meeting a threshold score. The method may also include performing a document processing operation based on the identified layout. Related systems and methods are provided.
