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Computer estimation method of Chinese character writing shape beauty degree

A kind of aesthetics, computer technology, applied in computer parts, calculation, calculation model, etc., can solve problems that cannot always work normally, problems cannot be summarized, etc.

Inactive Publication Date: 2010-01-20
ZHEJIANG UNIV
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Many people who have used expert systems in their work know that advanced expert rules don't always work; and sometimes this is not necessarily due to knowledge blind spots in the expert system itself, or the problem simply cannot be summed up

Method used

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  • Computer estimation method of Chinese character writing shape beauty degree
  • Computer estimation method of Chinese character writing shape beauty degree
  • Computer estimation method of Chinese character writing shape beauty degree

Examples

Experimental program
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Embodiment Construction

[0068] The computer evaluation method of Chinese character aesthetics comprises the following steps:

[0069] 1) Score 500-2000 Chinese character single-stroke stroke samples through multi-person survey, and use artificial neural network, decision tree, fuzzy logic or support vector machine to train and obtain the relationship between font single-stroke shape and aesthetic evaluation results The mapping relationship, and then use the trained learner to score the aesthetics of the single stroke of the font;

[0070] 2) Score the internal structure of 500 to 2000 Chinese character samples through multi-person investigation, and use artificial neural network, decision tree, fuzzy logic or support vector machine to train and obtain the relationship between the internal structure characteristics of fonts and the evaluation results of aesthetics Mapping relationship, and then use the trained learner to score the internal structure of the font, where the internal structure of the fon...

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Abstract

The invention discloses a computer assessment method of aesthetic degree of writing morphology of Chinese characters. The method is obtained by machine learning based on the scoring of the aesthetic degree of an artificially given writing sample of Chinese characters. The decomposition of strokes and the parameterization of the writing morphology of Chinese characters are firstly carried out, and then the potential relationship between the writing morphology of Chinese characters and the aesthetic degree is obtained by using the image processing and the artificial intelligent method. The user intelligent interaction is introduced during the process of the decomposition of strokes and the parameterization in the first step, thus improving the processing ability of illegible handwriting. The computer assessment method respectively carries out the scoring of the aesthetic degree of each individual stroke in the writing morphology of Chinese characters, the spatial structure in all parts of the character form and the consistency of the writing style of all parts of the character form during the process in the second step of learning the relationship between the writing morphology and the artificial scoring; and finally the score of the overall aesthetic degree of the writing morphology of Chinese characters is given out by integrating the scoring results. The method has the advantage that the method can be automatically implemented by a computer.

Description

technical field [0001] The invention relates to the fields of computer art and aesthetics and artificial intelligence, in particular to a computer evaluation method for the aesthetics of Chinese characters. Background technique [0002] There have been a lot of work to simulate human artistic thinking and further build computer intelligence systems to solve real-world problems. In terms of Chinese characters, the 1995 Proceedings of the International Conference on Computer Processing of Oriental Languages ​​(ICCPOL) conference proceedings (article title "Chinese glyph generation using character composition and beauty evaluation metrics") published a heuristic method to try to quantify The problem of evaluating the aesthetics of Chinese fonts: They defined four rules in Chinese character writing and implemented them into their rule-based aesthetic scoring module; this module simply calculates the corresponding scores for the four rules one by one, and gets their weighted sum ...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06N1/00G06T7/40G06K9/64G06N99/00
Inventor 徐颂华江浩刘智满潘云鹤
Owner ZHEJIANG UNIV
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