ABBYY FineReader Engine ABBYY FineReader Engine

The most comprehensive OCR SDK for software developers

Integrate AI-powered OCR features into your applications.

AI and ML for precise document reconstruction and higher accuracy

With the help of algorithms based on artificial intelligence, machine learning, and ABBYY’s Adaptive Document Recognition Technology, ABBYY FineReader Engine analyses the document layout and evaluates individual hypothesis.

During the document analysis stage, the document is split into individual pages – the layout of each page is systematically checked to detect placement of text, images, barcodes and table elements. At the same time, the document as an entity is examined and its logical structure is detected. This way, the ‘function’ of text elements is understood – for example, headers and footers will be identified as such and not mistaken for text snippets on individual pages.

How FineReader Engine detects the logical structure of a document:

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Information about text, pictures and formatting elements will be saved - and used later during the final document reconstruction.  The result will be an exactly reconstructed document – for example in Word format – including its formatting elements such as tables, fonts and font styles, headers, footers, page numbers, footnotes, table of contents, and others.

Reconstruction of document: logical structure, elements and formatting

  • Heading hierarchic structure
  • Table of contents
  • Fonts and font styles
  • Captions to images/tables/diagrams
  • Headers and footers
  • Page numbering
  • Footnotes
  • Logical text flow
  • Re-creation of bullet points and numbering
  • Retention of hyperlinks

AI-based algorithms are as well used to increase the recognition accuracy, especially of the European languages.

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