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Computing system for extraction of textual elements from a document

專利號
US11176364B2
公開日期
2021-11-16
申請人
Hyland Software, Inc.(US OH Westlake)
發(fā)明人
Ralph Meier; Thorsten Wanschura; Johannes Hausmann; Harry Urbschat
IPC分類
G06K9/00; G06K9/20; G06T7/70; G06K9/72; G06T7/50; G06K9/62
技術領域
textual,document,text,computer,readable,in,extraction,element,computing,documents
地域: OH OH Westlake

摘要

Described herein are various technologies pertaining to text extraction from a document. A computing device receives the document. The document comprises computer-readable text and a layout, wherein the layout defines positions of the computer-readable text within a two-dimensional area represented by the document. Responsive to receiving the document, the computing device identifies at least one textual element in the computer-readable text based upon spatial factors between portions of the computer-readable text and contextual relationships between the portions of the computer-readable text. The computing device then outputs the at least one textual element.

說明書

In an embodiment, the computer-implemented model 120 may be or include a Bayesian hierarchical model, a random forest model, or a neural network model. When the computer-implemented model 120 is a neural network model, the neural network model may be or include an artificial neural network (ANN) model, a deep neural network (DNN) model, a convolutional neural network (CNN) model, a recurrent neural network (RNN) model, or another suitable neural network model.

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