Chinese character writing normalization judgment method based on a convolutional neural network algorithm

A technology of convolutional neural network and judgment method, which is applied in the field of Chinese character writing normative judgment based on convolutional neural network algorithm, and can solve problems such as inability to use prior knowledge of handwritten characters and save workload. , the effect of improving the standardization of Chinese writing

CN109871851AActive Publication Date: 2019-06-11CHANGCHUN UNIV OF SCI & TECH +1
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Patent Information

Authority / Receiving Office
CN · China
Current Assignee / Owner
Publication Date
2019-06-11
Patent Text Reader

Abstract

The invention discloses a Chinese character writing normalization judgment method based on a convolutional neural network algorithm, and belongs to the field of image processing, and the method comprises the following steps: 1, establishing a writing original paste data set; 2, preprocessing the image; 2, training a convolutional neural network; 3, carrying out score verification; 4, making self-learning adjustments. The invention discloses a Chinese character writing normalization judgment method based on a convolutional neural network algorithm. Firstly, a data set for writing normalizationjudgment is established; secondly, judging the writing normativity of the Chinese character by combining a deep learning method with extraction of morphological characteristics of the Chinese character; Writing Chinese characters are scored, so that the workload of a calligraphy teacher in homework correction is saved through computer-aided evaluation of calligraphy teaching, and working points are put on a writing mode for correcting and guiding errors, which is helpful for improving the Chinese character writing standardization of teenagers in China.
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Description

technical field

[0001] The invention belongs to the field of image processing, and relates to a method for judging the normativeness of Chinese character writing, in particular to a method for judging the normativeness of Chinese character writing based on a convolutional neural network algorithm. Background technique

[0002] In our country, Chinese character writing is a vital skill and one of the most basic skills in education, communication, employment and daily life. At present, at the elementary school stage, we usually only focus on the education of "how to write" Chinese characters, while relatively ignoring the education of "how to write Chinese characters well". This is mainly due to the large number of students in our country and the small number of calligraphy teachers. At the same time, it is evaluated by people. On the one hand, this method is very subjective. Different people may give different judgments on the same written Chinese characters; on the other han...

Examples

Embodiment Construction

[0024] In order to illustrate the present invention more clearly, the present invention will be further described below in conjunction with specific examples, which should be understood by those skilled in the art. The content specifically described below is illustrative rather than restrictive, and should not limit the protection scope of the present invention, and the parts not described in the present invention are applicable to the prior art. Unless otherwise defined, all professional and scientific terms used herein have the same meanings as those commonly understood by those skilled in the art.

[0025]The present invention proposes a method for judging the normativeness of Chinese character writing based on a convolutional neural network algorithm, which is not limited to calligraphy with hard pens, and this method can also be used for brush calligraphy. Specifically, the method for judging normativeness of Chinese character writing includes the following steps:

[0026...