Chinese word stock automatic generation method based on writing style modeling

A writing style, automatic generation technology, applied in digital ink recognition, electrical digital data processing, character and pattern recognition, etc. effect of time

Active Publication Date: 2017-02-08
PEKING UNIV
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Therefore, it is an extremely difficult task for ordinary people to make a complete Chinese font library with its own unique writing style by using existing technology, and it is also a time-consuming, laborious and expensive task for professional font library production companies. big project

Method used

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  • Chinese word stock automatic generation method based on writing style modeling
  • Chinese word stock automatic generation method based on writing style modeling
  • Chinese word stock automatic generation method based on writing style modeling

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Embodiment Construction

[0034] Below in conjunction with accompanying drawing, further describe the present invention through embodiment, but do not limit the scope of the present invention in any way.

[0035] The present invention provides a method for automatically generating a Chinese font library based on writing style modeling, which can model and reproduce the user's overall writing style and local writing features from a small number of Chinese character glyphs written by the user, and then automatically generate the user's A large-scale library of handwritten Chinese characters for writing styles.

[0036] The overall process of the inventive method is as attached figure 1 and figure 2 shown.

[0037] 1) First, preprocess the handwritten data input by the user:

[0038] 11) According to actual needs, let the user write 266 commonly used Chinese characters (the appropriate Chinese character input set can be automatically selected offline through the computer system) on a piece of white p...

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Abstract

The invention discloses a Chinese word stock automatic generation method based on writing style modeling, and the method comprises the steps: carrying out the stroke track automatic extraction and wrong result screening operation of inputted handwritten Chinese character image, and obtaining training data; carrying out the learning and modeling of handwritten Chinese character stroke shape and style and stroke inter-frame structure style through a neural network, and obtaining handwriting stroke connection characteristics and stroke end part contour handwriting features through statistical analysis, and then generating a high-quality Chinese character form consistent with the handwriting style of a user. The method just needs a few of commonly-used Chinese characters as the input, does not need any manual intervention, can automatically generate a vector Chinese word stock comprising a large number of Chinese character patterns, can quickly and automatically generates a handwriting Chinese word stock with other handwriting style for a user, can remarkably improves the manufacturing efficiency of the Chinese word stock, and greatly reduces the production cost.

Description

technical field [0001] The invention belongs to the fields of artificial intelligence and computer graphics, and relates to a method for generating a Chinese character library, in particular to a method for automatically generating a Chinese character library based on writing style modeling. Specifically, the strokes of handwritten Chinese characters are automatically extracted, and artificial neural networks are used to analyze personal characters. The overall writing style of Chinese characters is modeled, and personal writing details are recovered through data-driven technology. Background technique [0002] Computer fonts can be seen everywhere in people's daily life. Nowadays, almost all texts appearing in textbooks, posters, computers, mobile smart terminals, etc. are presented by rendering glyphs in the font library. These computer fonts are mainly produced by professional font manufacturers. In the past two decades, although the number of font library products has ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06K9/34G06K9/46G06F17/30
CPCG06F16/51G06F40/109G06V30/333G06V30/32G06V10/267G06V10/44
Inventor 连宙辉肖建国
Owner PEKING UNIV
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