Manchu handwritten recognition device

A technology for identifying devices and letters, applied in the field of pattern recognition, can solve the problems of lack of noise anti-interference ability and low recognition rate of Manchu letters, and achieve the effects of easy programming, high recognition rate, and improved processing efficiency

Inactive Publication Date: 2017-01-25
DALIAN NATIONALITIES UNIVERSITY
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] The feature extracted by the traditional character recognition method is usually a single feature, but for the Manchu alphabet, due to the particularity of the characters, only a single feature extraction does not have a certain noise anti-interference ability
Therefore, when the noise interference is large, the recognition rate of Manchu letters will be low

Method used

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  • Manchu handwritten recognition device
  • Manchu handwritten recognition device
  • Manchu handwritten recognition device

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Embodiment Construction

[0104] Reference will now be made in detail to the exemplary embodiments, examples of which are illustrated in the accompanying drawings. When the following description refers to the accompanying drawings, the same numerals in different drawings refer to the same or similar elements unless otherwise indicated. The implementations described in the following exemplary examples do not represent all implementations consistent with the present invention. Rather, they are merely examples of apparatuses and methods consistent with aspects of the invention as recited in the appended claims.

[0105] Figure 1A It is a flow chart of a method for recognizing handwritten Manchu letters according to an exemplary embodiment, as shown in Figure 1A As shown, the handwritten Manchu letter recognition method can be used on various terminal devices, and the method includes the following steps:

[0106] In step S101 , extract features of the Manchu alphabet image to be recognized by using the ...

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Abstract

A manchu handwritten recognition device, relating to a pattern recognition technology, using to solve the problem of, because of the particularity of the manchu, owning only a single feature without a certain degree of noise immunity, the keys of the technology are: a first dimension reduction module, which is configured to reduce module dimension of manchu eigenvalue by using LDA linear discriminant analysis method, so as that the eigenvalue of manchu can be obtained; a first classification module, which is configured to classify the manchu eigenvalue by using k-nearest neighbor method so as that the manchu alphabets of the manchu alphabet image can be obtained. The effects are: on the one hand, reducing the dimension and improving the classification efficiency, on the other hand, distinguishing more easily to the manchu alphabet after dimension reduction. The device has the advantages that better noise immunity can improve the rate of accuracy of manchu alphabet after dimension reduction by using k-nearest neighbor method.

Description

technical field [0001] The invention relates to the technical field of pattern recognition, in particular to a method and device for recognizing handwritten Manchu letters. Background technique [0002] As one of the ancient languages, Manchu is a very representative ethnic minority script. Research on the recognition method of ethnic minority characters is an important technical means to protect and inherit the cultural heritage of ethnic minorities, and has important social value and historical significance. At present, the handwriting recognition of Chinese characters has met the practical needs, and the offline handwriting recognition products of English and numbers are also very mature, but the handwriting recognition of punctuated Manchu is still a blank field and needs to be studied. [0003] The utility model patent with the authorized notification number CN 205451106 U discloses a handwritten Manchu alphabet collection system, that is, based on this patent, the coll...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/62G06K9/00
CPCG06V30/226G06V30/10G06F18/22G06F18/24
Inventor 许爽丁纪峰李敏王帆郑蕊蕊刘晴
Owner DALIAN NATIONALITIES UNIVERSITY
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