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

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.

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...

AI Technical Summary

Problems solved by technology

But one disadvantage of this method is that it cannot take advantage of some prior knowledge of handwritten characters